blob: fff5009827784769fd693314b7b365f813bd956d [file] [log] [blame]
Warning: maxMERTIts is smaller than minMERTIts; decreasing minMERTIts from 5 to maxMERTIts (i.e. 2).
Processed the following args array:
-dir ZMERT_example -r ref -rps 4 -p params.txt -m BLEU 4 closest -maxIt 2 -ipi 20 -cmd ./decoder_command_ex2 -decOut nbest_ex2.out -dcfg config_ex2.txt -N 300 -v 2 -seed 12341234
----------------------------------------------------
Initializing...
----------------------------------------------------
Random number generator initialized using seed: 12341234
Number of sentences: 100
Number of features: 5
Feature names: {"lm","phrasemodel pt 0","phrasemodel pt 1","phrasemodel pt 2","wordpenalty"}
c Default value Optimizable? Crit. val. range Rand. val. range
1 1.0000 Yes [0.1,Infinity] [0.5,1.5]
2 1.0669 Yes [-Infinity,Infinity] [-1.0,1.0]
3 0.7522 Yes [-Infinity,Infinity] [-1.0,1.0]
4 0.5898 Yes [-Infinity,Infinity] [-1.0,1.0]
5 -2.8448 Yes [-Infinity,Infinity] [-5.0,0.0]
Normalization method: weights will be scaled so that the "lm" weight has an absolute value of 1.0.
----------------------------------------------------
----------------------------------------------------
Z-MERT run started @ Fri May 08 13:20:30 EDT 2009
----------------------------------------------------
Initial lambda[]: {1.0, 1.066893, 0.752247, 0.589793, -2.844814}
--- Starting Z-MERT iteration #1 @ Fri May 08 13:20:30 EDT 2009 ---
Decoding using initial weight vector {1.0, 1.066893, 0.752247, 0.589793, -2.844814}
Running external decoder...
...finished decoding @ Fri May 08 13:23:17 EDT 2009
Reading candidate translations from iterations 1-1
Processed 28100 distinct candidates (about 281 per sentence):
newCandidatesAdded[it=1] = 28100 (about 281 per sentence)
+++ Optimization of lambda[j=1] starting @ Fri May 08 13:23:27 EDT 2009 +++
Initial lambda[j=1]: {1.0, 1.066893, 0.752247, 0.589793, -2.844814}
(Initial BLEU[j=1]: 0.5315878325038089)
Investigating lambda[j=1][1]...
# extracted thresholds: 533
Smallest extracted threshold: 0.13010182236248918
Largest extracted threshold: 380.4327523333174
Investigating lambda[j=1][2]...
# extracted thresholds: 549
Smallest extracted threshold: -201.61548599999145
Largest extracted threshold: 146.32239312500005
Investigating lambda[j=1][3]...
# extracted thresholds: 531
Smallest extracted threshold: -103.51085660000237
Largest extracted threshold: 71.46540250003905
Investigating lambda[j=1][4]...
# extracted thresholds: 564
Smallest extracted threshold: -34.40783534999872
Largest extracted threshold: 90.86319940001704
Investigating lambda[j=1][5]...
# extracted thresholds: 404
Smallest extracted threshold: -13.254166990783412
Largest extracted threshold: 13.56862783908048
Processing merged stats file; extracting SS for 1925 candidates of interest.
(*_all: 1925)
*** Changing lambda[j=1][2] from 1.0669 (BLEU: 0.5316) to -0.1022 (BLEU: 0.5523) ***
*** Old lambda[j=1]: {1.0, 1.066893, 0.752247, 0.589793, -2.844814} ***
*** New lambda[j=1]: {1.0, -0.10217744736099951, 0.752247, 0.589793, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 439
Smallest extracted threshold: 0.10039744563161022
Largest extracted threshold: 140.383620475203
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 537
Smallest extracted threshold: -414.17876438579435
Largest extracted threshold: 127.38580522556353
Investigating lambda[j=1][4]...
# extracted thresholds: 570
Smallest extracted threshold: -67.27347179089915
Largest extracted threshold: 298.2201697820602
Investigating lambda[j=1][5]...
# extracted thresholds: 392
Smallest extracted threshold: -18.73900528228056
Largest extracted threshold: 14.591359488186216
Processing merged stats file; extracting SS for 1447 candidates of interest.
(*_all: 2576)
*** Changing lambda[j=1][1] from 1.0000 (BLEU: 0.5523) to 1.1748 (BLEU: 0.5553) ***
*** Old lambda[j=1]: {1.0, -0.10217744736099951, 0.752247, 0.589793, -2.844814} ***
*** New lambda[j=1]: {1.1747603445247834, -0.10217744736099951, 0.752247, 0.589793, -2.844814} ***
Keeping thresholds for lambda[j=1][1] from previous step.
Investigating lambda[j=1][2]...
# extracted thresholds: 571
Smallest extracted threshold: -326.16135819798063
Largest extracted threshold: 158.86144784465313
Investigating lambda[j=1][3]...
# extracted thresholds: 543
Smallest extracted threshold: -473.6409716103489
Largest extracted threshold: 132.7056032066733
Investigating lambda[j=1][4]...
# extracted thresholds: 577
Smallest extracted threshold: -79.3943499718684
Largest extracted threshold: 300.63186253650247
Investigating lambda[j=1][5]...
# extracted thresholds: 386
Smallest extracted threshold: -23.45229982758606
Largest extracted threshold: 16.80057129173054
Processing merged stats file; extracting SS for 1800 candidates of interest.
(*_all: 2695)
*** Changing lambda[j=1][4] from 0.5898 (BLEU: 0.5553) to 0.0740 (BLEU: 0.5582) ***
*** Old lambda[j=1]: {1.1747603445247834, -0.10217744736099951, 0.752247, 0.589793, -2.844814} ***
*** New lambda[j=1]: {1.1747603445247834, -0.10217744736099951, 0.752247, 0.07395313662317823, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 426
Smallest extracted threshold: 0.10083129057831616
Largest extracted threshold: 78.72179027757063
Investigating lambda[j=1][2]...
# extracted thresholds: 595
Smallest extracted threshold: -170.56270488773566
Largest extracted threshold: 260.6431008871917
Investigating lambda[j=1][3]...
# extracted thresholds: 553
Smallest extracted threshold: -527.2453307462549
Largest extracted threshold: 111.77254552556201
Keeping thresholds for lambda[j=1][4] from previous step.
Investigating lambda[j=1][5]...
# extracted thresholds: 394
Smallest extracted threshold: -25.616697806574816
Largest extracted threshold: 17.809720081922904
Processing merged stats file; extracting SS for 1598 candidates of interest.
(*_all: 2936)
*** Changing lambda[j=1][1] from 1.1748 (BLEU: 0.5582) to 1.4919 (BLEU: 0.5590) ***
*** Old lambda[j=1]: {1.1747603445247834, -0.10217744736099951, 0.752247, 0.07395313662317823, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.752247, 0.07395313662317823, -2.844814} ***
Keeping thresholds for lambda[j=1][1] from previous step.
Investigating lambda[j=1][2]...
# extracted thresholds: 592
Smallest extracted threshold: -350.3014079683036
Largest extracted threshold: 283.39691692305433
Investigating lambda[j=1][3]...
# extracted thresholds: 552
Smallest extracted threshold: -635.1475733414053
Largest extracted threshold: 126.93609023578738
Investigating lambda[j=1][4]...
# extracted thresholds: 584
Smallest extracted threshold: -102.1999715627256
Largest extracted threshold: 551.4530248439744
Investigating lambda[j=1][5]...
# extracted thresholds: 392
Smallest extracted threshold: -34.47723741867104
Largest extracted threshold: 23.74571751833396
Processing merged stats file; extracting SS for 1783 candidates of interest.
(*_all: 3080)
*** Changing lambda[j=1][4] from 0.0740 (BLEU: 0.5590) to -0.0684 (BLEU: 0.5595) ***
*** Old lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.752247, 0.07395313662317823, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.752247, -0.06837524645914957, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 414
Smallest extracted threshold: 0.10233794154064993
Largest extracted threshold: 93.10712328195997
Investigating lambda[j=1][2]...
# extracted thresholds: 608
Smallest extracted threshold: -294.6035673887462
Largest extracted threshold: 311.4800860099864
Investigating lambda[j=1][3]...
# extracted thresholds: 558
Smallest extracted threshold: -649.9378644833765
Largest extracted threshold: 131.38215782159665
Keeping thresholds for lambda[j=1][4] from previous step.
Investigating lambda[j=1][5]...
# extracted thresholds: 386
Smallest extracted threshold: -35.206588395572176
Largest extracted threshold: 24.45797115194736
Processing merged stats file; extracting SS for 1581 candidates of interest.
(*_all: 3116)
*** Changing lambda[j=1][3] from 0.7522 (BLEU: 0.5595) to 0.8417 (BLEU: 0.5601) ***
*** Old lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.752247, -0.06837524645914957, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.8416580102768815, -0.06837524645914957, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 421
Smallest extracted threshold: 0.10158060641329872
Largest extracted threshold: 92.5770437210326
Investigating lambda[j=1][2]...
# extracted thresholds: 590
Smallest extracted threshold: -304.25995649865723
Largest extracted threshold: 315.810931820273
Keeping thresholds for lambda[j=1][3] from previous step.
Investigating lambda[j=1][4]...
# extracted thresholds: 577
Smallest extracted threshold: -100.39303382731505
Largest extracted threshold: 492.0125852118913
Investigating lambda[j=1][5]...
# extracted thresholds: 387
Smallest extracted threshold: -34.24078467165971
Largest extracted threshold: 23.61948541041071
Processing merged stats file; extracting SS for 1559 candidates of interest.
(*_all: 3127)
*** Changing lambda[j=1][2] from -0.1022 (BLEU: 0.5601) to 0.4233 (BLEU: 0.5609) ***
*** Old lambda[j=1]: {1.4918867004253105, -0.10217744736099951, 0.8416580102768815, -0.06837524645914957, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, 0.42325368382011175, 0.8416580102768815, -0.06837524645914957, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 498
Smallest extracted threshold: 0.10743178818202824
Largest extracted threshold: 126.4099856574875
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 584
Smallest extracted threshold: -483.6826973921594
Largest extracted threshold: 93.61778784421271
Investigating lambda[j=1][4]...
# extracted thresholds: 586
Smallest extracted threshold: -79.21907941803549
Largest extracted threshold: 476.9852548601062
Investigating lambda[j=1][5]...
# extracted thresholds: 393
Smallest extracted threshold: -27.56393515907027
Largest extracted threshold: 21.230182196792565
Processing merged stats file; extracting SS for 1509 candidates of interest.
(*_all: 3236)
*** Changing lambda[j=1][4] from -0.0684 (BLEU: 0.5609) to -0.2078 (BLEU: 0.5612) ***
*** Old lambda[j=1]: {1.4918867004253105, 0.42325368382011175, 0.8416580102768815, -0.06837524645914957, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, 0.42325368382011175, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 474
Smallest extracted threshold: 0.10679550033964479
Largest extracted threshold: 99.41747669705215
Investigating lambda[j=1][2]...
# extracted thresholds: 598
Smallest extracted threshold: -249.71743408979327
Largest extracted threshold: 343.31158289216347
Investigating lambda[j=1][3]...
# extracted thresholds: 567
Smallest extracted threshold: -498.16619940320163
Largest extracted threshold: 97.97163241712815
Keeping thresholds for lambda[j=1][4] from previous step.
Investigating lambda[j=1][5]...
# extracted thresholds: 391
Smallest extracted threshold: -28.27815749852961
Largest extracted threshold: 21.50284674810518
Processing merged stats file; extracting SS for 1623 candidates of interest.
(*_all: 3266)
*** Changing lambda[j=1][2] from 0.4233 (BLEU: 0.5612) to 0.8459 (BLEU: 0.5624) ***
*** Old lambda[j=1]: {1.4918867004253105, 0.42325368382011175, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
*** New lambda[j=1]: {1.4918867004253105, 0.845880073019682, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 502
Smallest extracted threshold: 0.10301052429923037
Largest extracted threshold: 186.1967619460276
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 563
Smallest extracted threshold: -364.4401660873109
Largest extracted threshold: 67.99534638318856
Investigating lambda[j=1][4]...
# extracted thresholds: 595
Smallest extracted threshold: -62.71904080636901
Largest extracted threshold: 464.8981401289988
Investigating lambda[j=1][5]...
# extracted thresholds: 406
Smallest extracted threshold: -22.907686216419844
Largest extracted threshold: 20.531291830405017
Processing merged stats file; extracting SS for 1552 candidates of interest.
(*_all: 3358)
*** Changing lambda[j=1][1] from 1.4919 (BLEU: 0.5624) to 1.4729 (BLEU: 0.5626) ***
*** Old lambda[j=1]: {1.4918867004253105, 0.845880073019682, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
*** New lambda[j=1]: {1.472881669956492, 0.845880073019682, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
Keeping thresholds for lambda[j=1][1] from previous step.
Investigating lambda[j=1][2]...
# extracted thresholds: 597
Smallest extracted threshold: -236.17318237568512
Largest extracted threshold: 341.9479719560258
Investigating lambda[j=1][3]...
# extracted thresholds: 564
Smallest extracted threshold: -357.97370447029493
Largest extracted threshold: 66.82201200210157
Investigating lambda[j=1][4]...
# extracted thresholds: 597
Smallest extracted threshold: -60.71163446310018
Largest extracted threshold: 448.3941716698734
Investigating lambda[j=1][5]...
# extracted thresholds: 407
Smallest extracted threshold: -22.376683913505403
Largest extracted threshold: 20.291042031444018
Processing merged stats file; extracting SS for 1819 candidates of interest.
(*_all: 3370)
*** Changing lambda[j=1][3] from 0.8417 (BLEU: 0.5626) to 0.8973 (BLEU: 0.5631) ***
*** Old lambda[j=1]: {1.472881669956492, 0.845880073019682, 0.8416580102768815, -0.20775136845796222, -2.844814} ***
*** New lambda[j=1]: {1.472881669956492, 0.845880073019682, 0.8973064679748799, -0.20775136845796222, -2.844814} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 500
Smallest extracted threshold: 0.10425228159708112
Largest extracted threshold: 189.6840652951029
Investigating lambda[j=1][2]...
# extracted thresholds: 605
Smallest extracted threshold: -242.18321580706507
Largest extracted threshold: 344.6434441257723
Keeping thresholds for lambda[j=1][3] from previous step.
Investigating lambda[j=1][4]...
# extracted thresholds: 601
Smallest extracted threshold: -59.17608483349592
Largest extracted threshold: 411.3990769922333
Investigating lambda[j=1][5]...
# extracted thresholds: 409
Smallest extracted threshold: -21.775577992564774
Largest extracted threshold: 20.503273735630177
Processing merged stats file; extracting SS for 1648 candidates of interest.
(*_all: 3386)
*** Not changing any weight in lambda[j=1] ***
*** lambda[j=1]: {1.472881669956492, 0.845880073019682, 0.8973064679748799, -0.20775136845796222, -2.844814} ***
Final lambda[j=1]: {1.0, 0.5743028040023533, 0.609218300612965, -0.14105095656740646, -1.9314613373415355}
(Final BLEU[j=1]: 0.5630933280051209)
+++ Optimization of lambda[j=2] starting @ Fri May 08 13:23:27 EDT 2009 +++
Initial lambda[j=2]: {0.9913845907274932, -0.6577977590753961, 0.46016061237234096, -0.5203200954373215, -2.262048059500863}
(Initial BLEU[j=2]: 0.5507235012718978)
Investigating lambda[j=2][1]...
# extracted thresholds: 343
Smallest extracted threshold: 0.10548191628613106
Largest extracted threshold: 135.86600747195456
Investigating lambda[j=2][2]...
# extracted thresholds: 603
Smallest extracted threshold: -624.2819886239258
Largest extracted threshold: 318.9440181090996
Investigating lambda[j=2][3]...
# extracted thresholds: 544
Smallest extracted threshold: -681.3374493319204
Largest extracted threshold: 150.68617461738708
Investigating lambda[j=2][4]...
# extracted thresholds: 566
Smallest extracted threshold: -104.18063201060313
Largest extracted threshold: 377.4708478275803
Investigating lambda[j=2][5]...
# extracted thresholds: 380
Smallest extracted threshold: -33.75401642837194
Largest extracted threshold: 26.077284965111115
Processing merged stats file; extracting SS for 1718 candidates of interest.
(*_all: 3510)
*** Changing lambda[j=2][5] from -2.2620 (BLEU: 0.5507) to -1.5058 (BLEU: 0.5556) ***
*** Old lambda[j=2]: {0.9913845907274932, -0.6577977590753961, 0.46016061237234096, -0.5203200954373215, -2.262048059500863} ***
*** New lambda[j=2]: {0.9913845907274932, -0.6577977590753961, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 350
Smallest extracted threshold: 0.10040754186850638
Largest extracted threshold: 112.4209158177018
Investigating lambda[j=2][2]...
# extracted thresholds: 602
Smallest extracted threshold: -295.29441218438177
Largest extracted threshold: 277.8678393842003
Investigating lambda[j=2][3]...
# extracted thresholds: 552
Smallest extracted threshold: -653.984842401954
Largest extracted threshold: 142.87114406596808
Investigating lambda[j=2][4]...
# extracted thresholds: 575
Smallest extracted threshold: -104.18063201060313
Largest extracted threshold: 443.11710445951536
Keeping thresholds for lambda[j=2][5] from previous step.
Processing merged stats file; extracting SS for 1659 candidates of interest.
(*_all: 3544)
*** Changing lambda[j=2][2] from -0.6578 (BLEU: 0.5556) to 0.4283 (BLEU: 0.5598) ***
*** Old lambda[j=2]: {0.9913845907274932, -0.6577977590753961, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
*** New lambda[j=2]: {0.9913845907274932, 0.4283377575186086, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 446
Smallest extracted threshold: 0.10659849903987874
Largest extracted threshold: 134.21823794439993
Keeping thresholds for lambda[j=2][2] from previous step.
Investigating lambda[j=2][3]...
# extracted thresholds: 562
Smallest extracted threshold: -310.31346269301304
Largest extracted threshold: 62.638085809187224
Investigating lambda[j=2][4]...
# extracted thresholds: 597
Smallest extracted threshold: -54.85693639428178
Largest extracted threshold: 412.05362868491903
Investigating lambda[j=2][5]...
# extracted thresholds: 393
Smallest extracted threshold: -19.952086995155536
Largest extracted threshold: 14.320655089735071
Processing merged stats file; extracting SS for 1442 candidates of interest.
(*_all: 3592)
*** Changing lambda[j=2][1] from 0.9914 (BLEU: 0.5598) to 1.0704 (BLEU: 0.5608) ***
*** Old lambda[j=2]: {0.9913845907274932, 0.4283377575186086, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
*** New lambda[j=2]: {1.0703577259081807, 0.4283377575186086, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
Keeping thresholds for lambda[j=2][1] from previous step.
Investigating lambda[j=2][2]...
# extracted thresholds: 605
Smallest extracted threshold: -239.6183518818631
Largest extracted threshold: 283.5341618334146
Investigating lambda[j=2][3]...
# extracted thresholds: 563
Smallest extracted threshold: -337.1840719382399
Largest extracted threshold: 67.51373675022349
Investigating lambda[j=2][4]...
# extracted thresholds: 593
Smallest extracted threshold: -63.19847379774188
Largest extracted threshold: 480.6338992758424
Investigating lambda[j=2][5]...
# extracted thresholds: 390
Smallest extracted threshold: -22.15860367073389
Largest extracted threshold: 15.318984446881267
Processing merged stats file; extracting SS for 1760 candidates of interest.
(*_all: 3608)
*** Changing lambda[j=2][3] from 0.4602 (BLEU: 0.5608) to 0.5947 (BLEU: 0.5624) ***
*** Old lambda[j=2]: {1.0703577259081807, 0.4283377575186086, 0.46016061237234096, -0.5203200954373215, -1.5057547803312556} ***
*** New lambda[j=2]: {1.0703577259081807, 0.4283377575186086, 0.5946813590401907, -0.5203200954373215, -1.5057547803312556} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 451
Smallest extracted threshold: 0.10117076600518375
Largest extracted threshold: 124.01387844717485
Investigating lambda[j=2][2]...
# extracted thresholds: 603
Smallest extracted threshold: -208.27501790816652
Largest extracted threshold: 290.0500105001386
Keeping thresholds for lambda[j=2][3] from previous step.
Investigating lambda[j=2][4]...
# extracted thresholds: 595
Smallest extracted threshold: -59.48654194437614
Largest extracted threshold: 391.204506891037
Investigating lambda[j=2][5]...
# extracted thresholds: 392
Smallest extracted threshold: -20.70553164221113
Largest extracted threshold: 15.83201874279383
Processing merged stats file; extracting SS for 1548 candidates of interest.
(*_all: 3620)
*** Changing lambda[j=2][1] from 1.0704 (BLEU: 0.5624) to 1.0649 (BLEU: 0.5624) ***
*** Old lambda[j=2]: {1.0703577259081807, 0.4283377575186086, 0.5946813590401907, -0.5203200954373215, -1.5057547803312556} ***
*** New lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5946813590401907, -0.5203200954373215, -1.5057547803312556} ***
Keeping thresholds for lambda[j=2][1] from previous step.
Investigating lambda[j=2][2]...
# extracted thresholds: 601
Smallest extracted threshold: -212.14908374214463
Largest extracted threshold: 289.6557350056901
Investigating lambda[j=2][3]...
# extracted thresholds: 559
Smallest extracted threshold: -335.3143543495844
Largest extracted threshold: 67.17447796240062
Investigating lambda[j=2][4]...
# extracted thresholds: 594
Smallest extracted threshold: -58.906118960388795
Largest extracted threshold: 386.43253700422537
Investigating lambda[j=2][5]...
# extracted thresholds: 391
Smallest extracted threshold: -20.551997235888702
Largest extracted threshold: 15.762552734736785
Processing merged stats file; extracting SS for 1766 candidates of interest.
(*_all: 3621)
*** Changing lambda[j=2][4] from -0.5203 (BLEU: 0.5624) to -0.4649 (BLEU: 0.5628) ***
*** Old lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5946813590401907, -0.5203200954373215, -1.5057547803312556} ***
*** New lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5946813590401907, -0.46488329839005016, -1.5057547803312556} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 459
Smallest extracted threshold: 0.10079800144639585
Largest extracted threshold: 116.2368877756919
Investigating lambda[j=2][2]...
# extracted thresholds: 604
Smallest extracted threshold: -205.52828373933284
Largest extracted threshold: 278.7173619883005
Investigating lambda[j=2][3]...
# extracted thresholds: 569
Smallest extracted threshold: -329.55354718975605
Largest extracted threshold: 65.44273801654322
Keeping thresholds for lambda[j=2][4] from previous step.
Investigating lambda[j=2][5]...
# extracted thresholds: 393
Smallest extracted threshold: -20.267915584660276
Largest extracted threshold: 15.654100517984542
Processing merged stats file; extracting SS for 1592 candidates of interest.
(*_all: 3625)
*** Changing lambda[j=2][3] from 0.5947 (BLEU: 0.5628) to 0.5767 (BLEU: 0.5635) ***
*** Old lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5946813590401907, -0.46488329839005016, -1.5057547803312556} ***
*** New lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5767242181075545, -0.46488329839005016, -1.5057547803312556} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 461
Smallest extracted threshold: 0.10481994400751536
Largest extracted threshold: 117.59906518072336
Investigating lambda[j=2][2]...
# extracted thresholds: 606
Smallest extracted threshold: -203.58891251860868
Largest extracted threshold: 277.8475629743757
Keeping thresholds for lambda[j=2][3] from previous step.
Investigating lambda[j=2][4]...
# extracted thresholds: 595
Smallest extracted threshold: -59.40162381799865
Largest extracted threshold: 398.3704442962438
Investigating lambda[j=2][5]...
# extracted thresholds: 393
Smallest extracted threshold: -20.46188580745336
Largest extracted threshold: 15.585615697738008
Processing merged stats file; extracting SS for 1551 candidates of interest.
(*_all: 3626)
*** Not changing any weight in lambda[j=2] ***
*** lambda[j=2]: {1.064862597065697, 0.4283377575186086, 0.5767242181075545, -0.46488329839005016, -1.5057547803312556} ***
Final lambda[j=2]: {1.0, 0.40224697411564936, 0.541594962295378, -0.4365664637588628, -1.414036688376949}
(Final BLEU[j=2]: 0.5635167026947302)
+++ Optimization of lambda[j=3] starting @ Fri May 08 13:23:28 EDT 2009 +++
Initial lambda[j=3]: {0.9702632542004074, -0.6919952429797738, -0.8743327758402839, -0.6393613928095458, -0.5655106188328114}
(Initial BLEU[j=3]: 0.5379260462835213)
Investigating lambda[j=3][1]...
# extracted thresholds: 143
Smallest extracted threshold: 0.10138116979504219
Largest extracted threshold: 284.365473699181
Investigating lambda[j=3][2]...
# extracted thresholds: 563
Smallest extracted threshold: -367.46445610257547
Largest extracted threshold: 484.51686180904994
Investigating lambda[j=3][3]...
# extracted thresholds: 558
Smallest extracted threshold: -635.9838391584266
Largest extracted threshold: 138.1616007734675
Investigating lambda[j=3][4]...
# extracted thresholds: 547
Smallest extracted threshold: -167.3378073711422
Largest extracted threshold: 1394.5377815610661
Investigating lambda[j=3][5]...
# extracted thresholds: 361
Smallest extracted threshold: -48.6234510972701
Largest extracted threshold: 33.8816936569259
Processing merged stats file; extracting SS for 1600 candidates of interest.
(*_all: 3790)
*** Changing lambda[j=3][3] from -0.8743 (BLEU: 0.5379) to 0.7643 (BLEU: 0.5567) ***
*** Old lambda[j=3]: {0.9702632542004074, -0.6919952429797738, -0.8743327758402839, -0.6393613928095458, -0.5655106188328114} ***
*** New lambda[j=3]: {0.9702632542004074, -0.6919952429797738, 0.764282091288035, -0.6393613928095458, -0.5655106188328114} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 347
Smallest extracted threshold: 0.10568702228549398
Largest extracted threshold: 94.3276398534951
Investigating lambda[j=3][2]...
# extracted thresholds: 578
Smallest extracted threshold: -360.1922475841525
Largest extracted threshold: 263.5045925897337
Keeping thresholds for lambda[j=3][3] from previous step.
Investigating lambda[j=3][4]...
# extracted thresholds: 575
Smallest extracted threshold: -101.43496487709076
Largest extracted threshold: 469.0512829697758
Investigating lambda[j=3][5]...
# extracted thresholds: 382
Smallest extracted threshold: -30.923390044049913
Largest extracted threshold: 23.804524263262138
Processing merged stats file; extracting SS for 1493 candidates of interest.
(*_all: 3880)
*** Changing lambda[j=3][2] from -0.6920 (BLEU: 0.5567) to -0.1548 (BLEU: 0.5618) ***
*** Old lambda[j=3]: {0.9702632542004074, -0.6919952429797738, 0.764282091288035, -0.6393613928095458, -0.5655106188328114} ***
*** New lambda[j=3]: {0.9702632542004074, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.5655106188328114} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 398
Smallest extracted threshold: 0.10790256337976084
Largest extracted threshold: 81.35815974472618
Keeping thresholds for lambda[j=3][2] from previous step.
Investigating lambda[j=3][3]...
# extracted thresholds: 560
Smallest extracted threshold: -466.0056282062442
Largest extracted threshold: 97.44971202966167
Investigating lambda[j=3][4]...
# extracted thresholds: 582
Smallest extracted threshold: -79.76258451395476
Largest extracted threshold: 316.80953953914207
Investigating lambda[j=3][5]...
# extracted thresholds: 386
Smallest extracted threshold: -24.097022149425445
Largest extracted threshold: 17.348253195562833
Processing merged stats file; extracting SS for 1414 candidates of interest.
(*_all: 3909)
*** Changing lambda[j=3][5] from -0.5655 (BLEU: 0.5618) to -0.6382 (BLEU: 0.5618) ***
*** Old lambda[j=3]: {0.9702632542004074, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.5655106188328114} ***
*** New lambda[j=3]: {0.9702632542004074, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.6382373430216332} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 400
Smallest extracted threshold: 0.10630253255194093
Largest extracted threshold: 83.61268819457919
Investigating lambda[j=3][2]...
# extracted thresholds: 590
Smallest extracted threshold: -339.14998205218814
Largest extracted threshold: 267.4545627972391
Investigating lambda[j=3][3]...
# extracted thresholds: 562
Smallest extracted threshold: -468.63591139773973
Largest extracted threshold: 98.2012215129461
Investigating lambda[j=3][4]...
# extracted thresholds: 583
Smallest extracted threshold: -78.7754707471003
Largest extracted threshold: 316.80953953914207
Keeping thresholds for lambda[j=3][5] from previous step.
Processing merged stats file; extracting SS for 1723 candidates of interest.
(*_all: 3911)
*** Changing lambda[j=3][1] from 0.9703 (BLEU: 0.5618) to 0.9426 (BLEU: 0.5619) ***
*** Old lambda[j=3]: {0.9702632542004074, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.6382373430216332} ***
*** New lambda[j=3]: {0.9426089077313671, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.6382373430216332} ***
Keeping thresholds for lambda[j=3][1] from previous step.
Investigating lambda[j=3][2]...
# extracted thresholds: 590
Smallest extracted threshold: -319.4416511352616
Largest extracted threshold: 265.4703634380855
Investigating lambda[j=3][3]...
# extracted thresholds: 565
Smallest extracted threshold: -459.22652001164874
Largest extracted threshold: 96.49389483689309
Investigating lambda[j=3][4]...
# extracted thresholds: 585
Smallest extracted threshold: -75.8544804013081
Largest extracted threshold: 316.4279095578709
Investigating lambda[j=3][5]...
# extracted thresholds: 383
Smallest extracted threshold: -23.324357160292756
Largest extracted threshold: 16.793190955719957
Processing merged stats file; extracting SS for 1773 candidates of interest.
(*_all: 3926)
*** Not changing any weight in lambda[j=3] ***
*** lambda[j=3]: {0.9426089077313671, -0.15479784202473462, 0.764282091288035, -0.6393613928095458, -0.6382373430216332} ***
Final lambda[j=3]: {1.0, -0.1642227659372494, 0.8108156893270595, -0.67828914788036, -0.6770966599050257}
(Final BLEU[j=3]: 0.561861083593104)
+++ Optimization of lambda[j=4] starting @ Fri May 08 13:23:28 EDT 2009 +++
Initial lambda[j=4]: {1.3246918939072398, -0.5778133794884044, 0.2815800420089276, 0.15636862697411513, -0.8651160558376816}
(Initial BLEU[j=4]: 0.5463222206187416)
Investigating lambda[j=4][1]...
# extracted thresholds: 269
Smallest extracted threshold: 0.10283508312837299
Largest extracted threshold: 23.349132171236462
Investigating lambda[j=4][2]...
# extracted thresholds: 561
Smallest extracted threshold: -785.3597447950057
Largest extracted threshold: 392.20303532363744
Investigating lambda[j=4][3]...
# extracted thresholds: 535
Smallest extracted threshold: -648.5952579281067
Largest extracted threshold: 184.56218767620445
Investigating lambda[j=4][4]...
# extracted thresholds: 575
Smallest extracted threshold: -142.9673812344145
Largest extracted threshold: 904.6014177483495
Investigating lambda[j=4][5]...
# extracted thresholds: 378
Smallest extracted threshold: -40.51162126744108
Largest extracted threshold: 27.50669523167202
Processing merged stats file; extracting SS for 1666 candidates of interest.
(*_all: 4017)
*** Changing lambda[j=4][4] from 0.1564 (BLEU: 0.5463) to -1.8672 (BLEU: 0.5575) ***
*** Old lambda[j=4]: {1.3246918939072398, -0.5778133794884044, 0.2815800420089276, 0.15636862697411513, -0.8651160558376816} ***
*** New lambda[j=4]: {1.3246918939072398, -0.5778133794884044, 0.2815800420089276, -1.8671789489192607, -0.8651160558376816} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 337
Smallest extracted threshold: 0.10525111681839439
Largest extracted threshold: 299.7224838543121
Investigating lambda[j=4][2]...
# extracted thresholds: 594
Smallest extracted threshold: -978.849087471723
Largest extracted threshold: 524.0900388139671
Investigating lambda[j=4][3]...
# extracted thresholds: 548
Smallest extracted threshold: -858.8755768563517
Largest extracted threshold: 192.84060040543724
Keeping thresholds for lambda[j=4][4] from previous step.
Investigating lambda[j=4][5]...
# extracted thresholds: 370
Smallest extracted threshold: -50.88113695589005
Largest extracted threshold: 40.180816255709345
Processing merged stats file; extracting SS for 1468 candidates of interest.
(*_all: 4066)
*** Changing lambda[j=4][2] from -0.5778 (BLEU: 0.5575) to -0.4886 (BLEU: 0.5589) ***
*** Old lambda[j=4]: {1.3246918939072398, -0.5778133794884044, 0.2815800420089276, -1.8671789489192607, -0.8651160558376816} ***
*** New lambda[j=4]: {1.3246918939072398, -0.48862590108157744, 0.2815800420089276, -1.8671789489192607, -0.8651160558376816} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 335
Smallest extracted threshold: 0.1358090220628009
Largest extracted threshold: 287.7713617477982
Keeping thresholds for lambda[j=4][2] from previous step.
Investigating lambda[j=4][3]...
# extracted thresholds: 544
Smallest extracted threshold: -830.6551722304592
Largest extracted threshold: 186.0814636490335
Investigating lambda[j=4][4]...
# extracted thresholds: 575
Smallest extracted threshold: -139.4853534316146
Largest extracted threshold: 902.0506558659133
Investigating lambda[j=4][5]...
# extracted thresholds: 369
Smallest extracted threshold: -49.74779837659593
Largest extracted threshold: 39.10892250600885
Processing merged stats file; extracting SS for 1299 candidates of interest.
(*_all: 4069)
*** Not changing any weight in lambda[j=4] ***
*** lambda[j=4]: {1.3246918939072398, -0.48862590108157744, 0.2815800420089276, -1.8671789489192607, -0.8651160558376816} ***
Final lambda[j=4]: {1.0, -0.3688600370614127, 0.21256266706546703, -1.409519419200136, -0.6530696381676964}
(Final BLEU[j=4]: 0.5588658980411587)
+++ Optimization of lambda[j=5] starting @ Fri May 08 13:23:28 EDT 2009 +++
Initial lambda[j=5]: {1.1633493083131994, 0.009245077311689887, -0.9330111163449395, 0.6515944996339995, -2.279895055260242}
(Initial BLEU[j=5]: 0.5241401509002395)
Investigating lambda[j=5][1]...
# extracted thresholds: 167
Smallest extracted threshold: 0.10143379770995212
Largest extracted threshold: 204.88639621052945
Investigating lambda[j=5][2]...
# extracted thresholds: 549
Smallest extracted threshold: -565.7167376242244
Largest extracted threshold: 583.7905637618749
Investigating lambda[j=5][3]...
# extracted thresholds: 532
Smallest extracted threshold: -407.6489816857898
Largest extracted threshold: 119.9181504812403
Investigating lambda[j=5][4]...
# extracted thresholds: 528
Smallest extracted threshold: -260.5858403987632
Largest extracted threshold: 1432.3590294778796
Investigating lambda[j=5][5]...
# extracted thresholds: 365
Smallest extracted threshold: -39.12579967159199
Largest extracted threshold: 21.01469376195658
Processing merged stats file; extracting SS for 1655 candidates of interest.
(*_all: 4208)
*** Changing lambda[j=5][3] from -0.9330 (BLEU: 0.5241) to 1.1370 (BLEU: 0.5523) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, -0.9330111163449395, 0.6515944996339995, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 1.136969198198622, 0.6515944996339995, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 468
Smallest extracted threshold: 0.10359617536182927
Largest extracted threshold: 199.34052705755744
Investigating lambda[j=5][2]...
# extracted thresholds: 553
Smallest extracted threshold: -547.2139586647681
Largest extracted threshold: 133.8013188890058
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 575
Smallest extracted threshold: -136.34030974772273
Largest extracted threshold: 399.5489052527774
Investigating lambda[j=5][5]...
# extracted thresholds: 403
Smallest extracted threshold: -19.88179800469443
Largest extracted threshold: 17.746523562587544
Processing merged stats file; extracting SS for 1712 candidates of interest.
(*_all: 4322)
*** Changing lambda[j=5][4] from 0.6516 (BLEU: 0.5523) to 0.4317 (BLEU: 0.5557) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 1.136969198198622, 0.6515944996339995, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 1.136969198198622, 0.43167353482232107, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 482
Smallest extracted threshold: 0.10147252856590622
Largest extracted threshold: 156.7491668723638
Investigating lambda[j=5][2]...
# extracted thresholds: 564
Smallest extracted threshold: -461.1515544351349
Largest extracted threshold: 177.19447425841022
Investigating lambda[j=5][3]...
# extracted thresholds: 547
Smallest extracted threshold: -430.5024352791369
Largest extracted threshold: 107.01612054562372
Keeping thresholds for lambda[j=5][4] from previous step.
Investigating lambda[j=5][5]...
# extracted thresholds: 400
Smallest extracted threshold: -20.398662945035216
Largest extracted threshold: 18.17675974892027
Processing merged stats file; extracting SS for 1634 candidates of interest.
(*_all: 4343)
*** Changing lambda[j=5][3] from 1.1370 (BLEU: 0.5557) to 0.8143 (BLEU: 0.5571) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 1.136969198198622, 0.43167353482232107, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.8142964522437366, 0.43167353482232107, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 461
Smallest extracted threshold: 0.10511697985276783
Largest extracted threshold: 136.52834145919255
Investigating lambda[j=5][2]...
# extracted thresholds: 583
Smallest extracted threshold: -426.3028978720181
Largest extracted threshold: 161.5650131262208
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 589
Smallest extracted threshold: -71.04310215015454
Largest extracted threshold: 289.96924072651655
Investigating lambda[j=5][5]...
# extracted thresholds: 397
Smallest extracted threshold: -21.62261505885315
Largest extracted threshold: 16.946152655726813
Processing merged stats file; extracting SS for 1697 candidates of interest.
(*_all: 4359)
*** Changing lambda[j=5][4] from 0.4317 (BLEU: 0.5571) to -0.1396 (BLEU: 0.5591) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.8142964522437366, 0.43167353482232107, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.8142964522437366, -0.13960569451586213, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 443
Smallest extracted threshold: 0.10066676460501517
Largest extracted threshold: 79.73607643250548
Investigating lambda[j=5][2]...
# extracted thresholds: 602
Smallest extracted threshold: -202.74229279102644
Largest extracted threshold: 274.28554606501075
Investigating lambda[j=5][3]...
# extracted thresholds: 567
Smallest extracted threshold: -489.8678685278601
Largest extracted threshold: 99.08716181743227
Keeping thresholds for lambda[j=5][4] from previous step.
Investigating lambda[j=5][5]...
# extracted thresholds: 395
Smallest extracted threshold: -24.306102321927437
Largest extracted threshold: 18.063758688294165
Processing merged stats file; extracting SS for 1597 candidates of interest.
(*_all: 4364)
*** Changing lambda[j=5][3] from 0.8143 (BLEU: 0.5591) to 0.6756 (BLEU: 0.5609) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.8142964522437366, -0.13960569451586213, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.6756066084808695, -0.13960569451586213, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 429
Smallest extracted threshold: 0.10105101839142917
Largest extracted threshold: 80.55830907767086
Investigating lambda[j=5][2]...
# extracted thresholds: 593
Smallest extracted threshold: -187.76378966462676
Largest extracted threshold: 267.56775675774645
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 584
Smallest extracted threshold: -72.93048201730964
Largest extracted threshold: 362.9499660134695
Investigating lambda[j=5][5]...
# extracted thresholds: 390
Smallest extracted threshold: -25.804208284048002
Largest extracted threshold: 17.597703454841273
Processing merged stats file; extracting SS for 1566 candidates of interest.
(*_all: 4366)
*** Changing lambda[j=5][2] from 0.0092 (BLEU: 0.5609) to 0.7138 (BLEU: 0.5621) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.009245077311689887, 0.6756066084808695, -0.13960569451586213, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.7138278990132798, 0.6756066084808695, -0.13960569451586213, -2.279895055260242} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 511
Smallest extracted threshold: 0.10072174219974557
Largest extracted threshold: 161.8737065576157
Keeping thresholds for lambda[j=5][2] from previous step.
Investigating lambda[j=5][3]...
# extracted thresholds: 565
Smallest extracted threshold: -266.92612069445624
Largest extracted threshold: 49.11210882102829
Investigating lambda[j=5][4]...
# extracted thresholds: 595
Smallest extracted threshold: -45.42239435337687
Largest extracted threshold: 342.7988973127995
Investigating lambda[j=5][5]...
# extracted thresholds: 404
Smallest extracted threshold: -16.85081136772481
Largest extracted threshold: 15.915093694031672
Processing merged stats file; extracting SS for 1564 candidates of interest.
(*_all: 4373)
*** Changing lambda[j=5][5] from -2.2799 (BLEU: 0.5621) to -2.4872 (BLEU: 0.5622) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.7138278990132798, 0.6756066084808695, -0.13960569451586213, -2.279895055260242} ***
*** New lambda[j=5]: {1.1633493083131994, 0.7138278990132798, 0.6756066084808695, -0.13960569451586213, -2.487189154692746} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 504
Smallest extracted threshold: 0.10072174219974557
Largest extracted threshold: 161.8737065576157
Investigating lambda[j=5][2]...
# extracted thresholds: 609
Smallest extracted threshold: -224.1313660496297
Largest extracted threshold: 278.8264175331745
Investigating lambda[j=5][3]...
# extracted thresholds: 565
Smallest extracted threshold: -274.4232572905979
Largest extracted threshold: 52.066286876929965
Investigating lambda[j=5][4]...
# extracted thresholds: 594
Smallest extracted threshold: -42.60880881628781
Largest extracted threshold: 324.8057694820552
Keeping thresholds for lambda[j=5][5] from previous step.
Processing merged stats file; extracting SS for 1810 candidates of interest.
(*_all: 4374)
*** Changing lambda[j=5][2] from 0.7138 (BLEU: 0.5622) to 0.6732 (BLEU: 0.5629) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.7138278990132798, 0.6756066084808695, -0.13960569451586213, -2.487189154692746} ***
*** New lambda[j=5]: {1.1633493083131994, 0.6732038283575943, 0.6756066084808695, -0.13960569451586213, -2.487189154692746} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 495
Smallest extracted threshold: 0.10528098496295601
Largest extracted threshold: 153.53223071631572
Keeping thresholds for lambda[j=5][2] from previous step.
Investigating lambda[j=5][3]...
# extracted thresholds: 560
Smallest extracted threshold: -287.2773903139008
Largest extracted threshold: 54.13555514571805
Investigating lambda[j=5][4]...
# extracted thresholds: 600
Smallest extracted threshold: -44.1948402414702
Largest extracted threshold: 325.96761790280857
Investigating lambda[j=5][5]...
# extracted thresholds: 408
Smallest extracted threshold: -17.3670365973702
Largest extracted threshold: 16.008482362205644
Processing merged stats file; extracting SS for 1537 candidates of interest.
(*_all: 4375)
*** Changing lambda[j=5][3] from 0.6756 (BLEU: 0.5629) to 0.6920 (BLEU: 0.5630) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.6732038283575943, 0.6756066084808695, -0.13960569451586213, -2.487189154692746} ***
*** New lambda[j=5]: {1.1633493083131994, 0.6732038283575943, 0.692044032528141, -0.13960569451586213, -2.487189154692746} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 498
Smallest extracted threshold: 0.10104302457258388
Largest extracted threshold: 154.56230928994515
Investigating lambda[j=5][2]...
# extracted thresholds: 604
Smallest extracted threshold: -220.30144624661048
Largest extracted threshold: 279.6226052604644
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 597
Smallest extracted threshold: -43.74127007166554
Largest extracted threshold: 315.04001839618087
Investigating lambda[j=5][5]...
# extracted thresholds: 408
Smallest extracted threshold: -17.18948211826053
Largest extracted threshold: 16.071171296675594
Processing merged stats file; extracting SS for 1625 candidates of interest.
(*_all: 4375)
*** Changing lambda[j=5][2] from 0.6732 (BLEU: 0.5630) to 0.6681 (BLEU: 0.5634) ***
*** Old lambda[j=5]: {1.1633493083131994, 0.6732038283575943, 0.692044032528141, -0.13960569451586213, -2.487189154692746} ***
*** New lambda[j=5]: {1.1633493083131994, 0.6681050117564826, 0.692044032528141, -0.13960569451586213, -2.487189154692746} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 495
Smallest extracted threshold: 0.10226717183679966
Largest extracted threshold: 153.5153522811838
Keeping thresholds for lambda[j=5][2] from previous step.
Investigating lambda[j=5][3]...
# extracted thresholds: 558
Smallest extracted threshold: -288.89074086676885
Largest extracted threshold: 54.49720692321182
Investigating lambda[j=5][4]...
# extracted thresholds: 597
Smallest extracted threshold: -43.940336369800804
Largest extracted threshold: 315.1858445509733
Investigating lambda[j=5][5]...
# extracted thresholds: 407
Smallest extracted threshold: -17.25427468405577
Largest extracted threshold: 16.082892714149416
Processing merged stats file; extracting SS for 1532 candidates of interest.
(*_all: 4376)
*** Not changing any weight in lambda[j=5] ***
*** lambda[j=5]: {1.1633493083131994, 0.6681050117564826, 0.692044032528141, -0.13960569451586213, -2.487189154692746} ***
Final lambda[j=5]: {1.0, 0.5742944161158292, 0.5948720883597478, -0.12000324710579292, -2.1379555881621237}
(Final BLEU[j=5]: 0.563372716932264)
+++ Optimization of lambda[j=6] starting @ Fri May 08 13:23:29 EDT 2009 +++
Initial lambda[j=6]: {1.4897502865040284, -0.004553671263154424, 0.8593774528720801, -0.01427276865927607, -1.236557087720195}
(Initial BLEU[j=6]: 0.5523030576620456)
Investigating lambda[j=6][1]...
# extracted thresholds: 449
Smallest extracted threshold: 0.10022064650915226
Largest extracted threshold: 50.15514035026775
Investigating lambda[j=6][2]...
# extracted thresholds: 586
Smallest extracted threshold: -791.1455415763255
Largest extracted threshold: 275.51880635831867
Investigating lambda[j=6][3]...
# extracted thresholds: 555
Smallest extracted threshold: -554.5337190142154
Largest extracted threshold: 106.06903198610075
Investigating lambda[j=6][4]...
# extracted thresholds: 596
Smallest extracted threshold: -117.0355240321623
Largest extracted threshold: 615.1820979148769
Investigating lambda[j=6][5]...
# extracted thresholds: 386
Smallest extracted threshold: -32.47190463041022
Largest extracted threshold: 22.14837659124744
Processing merged stats file; extracting SS for 1834 candidates of interest.
(*_all: 4409)
*** Changing lambda[j=6][5] from -1.2366 (BLEU: 0.5523) to -3.1342 (BLEU: 0.5599) ***
*** Old lambda[j=6]: {1.4897502865040284, -0.004553671263154424, 0.8593774528720801, -0.01427276865927607, -1.236557087720195} ***
*** New lambda[j=6]: {1.4897502865040284, -0.004553671263154424, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
Investigating lambda[j=6][1]...
# extracted thresholds: 428
Smallest extracted threshold: 0.11413216661572528
Largest extracted threshold: 93.61768284146308
Investigating lambda[j=6][2]...
# extracted thresholds: 584
Smallest extracted threshold: -242.09553907052387
Largest extracted threshold: 321.55785878397865
Investigating lambda[j=6][3]...
# extracted thresholds: 557
Smallest extracted threshold: -623.1649693274406
Largest extracted threshold: 125.15198763918059
Investigating lambda[j=6][4]...
# extracted thresholds: 576
Smallest extracted threshold: -94.02960456053965
Largest extracted threshold: 450.4670971630945
Keeping thresholds for lambda[j=6][5] from previous step.
Processing merged stats file; extracting SS for 1736 candidates of interest.
(*_all: 4409)
*** Changing lambda[j=6][2] from -0.0046 (BLEU: 0.5599) to 0.4886 (BLEU: 0.5604) ***
*** Old lambda[j=6]: {1.4897502865040284, -0.004553671263154424, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
*** New lambda[j=6]: {1.4897502865040284, 0.4885940605422855, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
Investigating lambda[j=6][1]...
# extracted thresholds: 493
Smallest extracted threshold: 0.11288959348673883
Largest extracted threshold: 151.41480794764757
Keeping thresholds for lambda[j=6][2] from previous step.
Investigating lambda[j=6][3]...
# extracted thresholds: 576
Smallest extracted threshold: -467.1248078553419
Largest extracted threshold: 90.15160568713262
Investigating lambda[j=6][4]...
# extracted thresholds: 592
Smallest extracted threshold: -72.02572873694851
Largest extracted threshold: 436.36307203345564
Investigating lambda[j=6][5]...
# extracted thresholds: 399
Smallest extracted threshold: -26.205292324172895
Largest extracted threshold: 21.01470364456828
Processing merged stats file; extracting SS for 1514 candidates of interest.
(*_all: 4410)
*** Changing lambda[j=6][1] from 1.4898 (BLEU: 0.5604) to 1.5005 (BLEU: 0.5608) ***
*** Old lambda[j=6]: {1.4897502865040284, 0.4885940605422855, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
*** New lambda[j=6]: {1.5004694371880225, 0.4885940605422855, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
Keeping thresholds for lambda[j=6][1] from previous step.
Investigating lambda[j=6][2]...
# extracted thresholds: 583
Smallest extracted threshold: -249.7347204579891
Largest extracted threshold: 322.3269578455558
Investigating lambda[j=6][3]...
# extracted thresholds: 576
Smallest extracted threshold: -470.77199887557094
Largest extracted threshold: 90.8133856329332
Investigating lambda[j=6][4]...
# extracted thresholds: 592
Smallest extracted threshold: -73.1579390279454
Largest extracted threshold: 445.6715824874371
Investigating lambda[j=6][5]...
# extracted thresholds: 395
Smallest extracted threshold: -26.504786382223863
Largest extracted threshold: 21.150208494249384
Processing merged stats file; extracting SS for 1813 candidates of interest.
(*_all: 4410)
*** Not changing any weight in lambda[j=6] ***
*** lambda[j=6]: {1.5004694371880225, 0.4885940605422855, 0.8593774528720801, -0.01427276865927607, -3.134195345228827} ***
Final lambda[j=6]: {1.0, 0.3256274659335565, 0.5727390585726354, -0.009512202185220225, -2.0888098534699333}
(Final BLEU[j=6]: 0.5607874503686424)
+++ Optimization of lambda[j=7] starting @ Fri May 08 13:23:29 EDT 2009 +++
Initial lambda[j=7]: {0.7143221888272017, -0.8739358729264859, 0.7980226618452084, -0.399205792984231, -3.8694784413312346}
(Initial BLEU[j=7]: 0.5324598574791872)
Investigating lambda[j=7][1]...
# extracted thresholds: 357
Smallest extracted threshold: 0.12237953713459578
Largest extracted threshold: 176.67030605185167
Investigating lambda[j=7][2]...
# extracted thresholds: 538
Smallest extracted threshold: -1336.2052690295504
Largest extracted threshold: 378.8361806044823
Investigating lambda[j=7][3]...
# extracted thresholds: 531
Smallest extracted threshold: -701.0062728226761
Largest extracted threshold: 333.8352595093494
Investigating lambda[j=7][4]...
# extracted thresholds: 539
Smallest extracted threshold: -364.1737054442629
Largest extracted threshold: 528.5395685557316
Investigating lambda[j=7][5]...
# extracted thresholds: 379
Smallest extracted threshold: -25.48699751142004
Largest extracted threshold: 19.342956620740285
Processing merged stats file; extracting SS for 1742 candidates of interest.
(*_all: 4557)
*** Changing lambda[j=7][5] from -3.8695 (BLEU: 0.5325) to 0.2521 (BLEU: 0.5549) ***
*** Old lambda[j=7]: {0.7143221888272017, -0.8739358729264859, 0.7980226618452084, -0.399205792984231, -3.8694784413312346} ***
*** New lambda[j=7]: {0.7143221888272017, -0.8739358729264859, 0.7980226618452084, -0.399205792984231, 0.25208902643612024} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 312
Smallest extracted threshold: 0.10158511142618468
Largest extracted threshold: 76.83390385140666
Investigating lambda[j=7][2]...
# extracted thresholds: 579
Smallest extracted threshold: -511.97528537781005
Largest extracted threshold: 154.9835475113682
Investigating lambda[j=7][3]...
# extracted thresholds: 540
Smallest extracted threshold: -551.9429160717617
Largest extracted threshold: 149.88593182428076
Investigating lambda[j=7][4]...
# extracted thresholds: 563
Smallest extracted threshold: -94.52299774564143
Largest extracted threshold: 528.5395685557316
Keeping thresholds for lambda[j=7][5] from previous step.
Processing merged stats file; extracting SS for 1668 candidates of interest.
(*_all: 4634)
*** Changing lambda[j=7][2] from -0.8739 (BLEU: 0.5549) to 0.2299 (BLEU: 0.5596) ***
*** Old lambda[j=7]: {0.7143221888272017, -0.8739358729264859, 0.7980226618452084, -0.399205792984231, 0.25208902643612024} ***
*** New lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.7980226618452084, -0.399205792984231, 0.25208902643612024} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 462
Smallest extracted threshold: 0.10527437990530521
Largest extracted threshold: 47.05308471878298
Keeping thresholds for lambda[j=7][2] from previous step.
Investigating lambda[j=7][3]...
# extracted thresholds: 551
Smallest extracted threshold: -202.68522175255302
Largest extracted threshold: 287.76583985005294
Investigating lambda[j=7][4]...
# extracted thresholds: 599
Smallest extracted threshold: -205.8635372157357
Largest extracted threshold: 215.72535553476126
Investigating lambda[j=7][5]...
# extracted thresholds: 402
Smallest extracted threshold: -11.590428366289236
Largest extracted threshold: 12.326084751526514
Processing merged stats file; extracting SS for 1495 candidates of interest.
(*_all: 4746)
*** Changing lambda[j=7][3] from 0.7980 (BLEU: 0.5596) to 0.9312 (BLEU: 0.5605) ***
*** Old lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.7980226618452084, -0.399205792984231, 0.25208902643612024} ***
*** New lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.9311635580403372, -0.399205792984231, 0.25208902643612024} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 465
Smallest extracted threshold: 0.10456511455951145
Largest extracted threshold: 36.95339673598825
Investigating lambda[j=7][2]...
# extracted thresholds: 576
Smallest extracted threshold: -526.3545021668762
Largest extracted threshold: 161.43255967081956
Keeping thresholds for lambda[j=7][3] from previous step.
Investigating lambda[j=7][4]...
# extracted thresholds: 598
Smallest extracted threshold: -333.50127636812647
Largest extracted threshold: 260.94000388261986
Investigating lambda[j=7][5]...
# extracted thresholds: 408
Smallest extracted threshold: -12.025437100862232
Largest extracted threshold: 12.833856583222415
Processing merged stats file; extracting SS for 1665 candidates of interest.
(*_all: 4798)
*** Changing lambda[j=7][5] from 0.2521 (BLEU: 0.5605) to 0.4737 (BLEU: 0.5611) ***
*** Old lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.9311635580403372, -0.399205792984231, 0.25208902643612024} ***
*** New lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.9311635580403372, -0.399205792984231, 0.47373358769524276} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 464
Smallest extracted threshold: 0.10069743041041718
Largest extracted threshold: 36.95339673598825
Investigating lambda[j=7][2]...
# extracted thresholds: 572
Smallest extracted threshold: -590.4836618911668
Largest extracted threshold: 149.39448943743358
Investigating lambda[j=7][3]...
# extracted thresholds: 561
Smallest extracted threshold: -194.6690767870149
Largest extracted threshold: 305.59789491120483
Investigating lambda[j=7][4]...
# extracted thresholds: 597
Smallest extracted threshold: -333.50127636812647
Largest extracted threshold: 260.94000388261986
Keeping thresholds for lambda[j=7][5] from previous step.
Processing merged stats file; extracting SS for 1725 candidates of interest.
(*_all: 4820)
*** Changing lambda[j=7][2] from 0.2299 (BLEU: 0.5611) to 0.2237 (BLEU: 0.5613) ***
*** Old lambda[j=7]: {0.7143221888272017, 0.22985457527753334, 0.9311635580403372, -0.399205792984231, 0.47373358769524276} ***
*** New lambda[j=7]: {0.7143221888272017, 0.22367588843710343, 0.9311635580403372, -0.399205792984231, 0.47373358769524276} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 465
Smallest extracted threshold: 0.10028244398083903
Largest extracted threshold: 35.56672287508682
Keeping thresholds for lambda[j=7][2] from previous step.
Investigating lambda[j=7][3]...
# extracted thresholds: 560
Smallest extracted threshold: -196.62411628144093
Largest extracted threshold: 303.15731360923945
Investigating lambda[j=7][4]...
# extracted thresholds: 595
Smallest extracted threshold: -332.7742508832393
Largest extracted threshold: 262.6910437331974
Investigating lambda[j=7][5]...
# extracted thresholds: 404
Smallest extracted threshold: -12.103225913986973
Largest extracted threshold: 12.848060461016503
Processing merged stats file; extracting SS for 1500 candidates of interest.
(*_all: 4820)
*** Not changing any weight in lambda[j=7] ***
*** lambda[j=7]: {0.7143221888272017, 0.22367588843710343, 0.9311635580403372, -0.399205792984231, 0.47373358769524276} ***
Final lambda[j=7]: {1.0, 0.3131302540165273, 1.3035624156784953, -0.558859572372602, 0.6631931572404808}
(Final BLEU[j=7]: 0.5612669760348418)
+++ Optimization of lambda[j=8] starting @ Fri May 08 13:23:29 EDT 2009 +++
Initial lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.3275255626321376, -0.21052430917292875, -0.0454218308093175}
(Initial BLEU[j=8]: 0.5444971110113666)
Investigating lambda[j=8][1]...
# extracted thresholds: 305
Smallest extracted threshold: 0.10788432820800492
Largest extracted threshold: 29.730422535962532
Investigating lambda[j=8][2]...
# extracted thresholds: 570
Smallest extracted threshold: -864.3855082767549
Largest extracted threshold: 387.89141063090005
Investigating lambda[j=8][3]...
# extracted thresholds: 534
Smallest extracted threshold: -559.0567907174218
Largest extracted threshold: 121.83882001289241
Investigating lambda[j=8][4]...
# extracted thresholds: 573
Smallest extracted threshold: -138.98742182639018
Largest extracted threshold: 913.3989923874052
Investigating lambda[j=8][5]...
# extracted thresholds: 380
Smallest extracted threshold: -37.5678813966136
Largest extracted threshold: 26.10027538063933
Processing merged stats file; extracting SS for 1700 candidates of interest.
(*_all: 4833)
*** Changing lambda[j=8][4] from -0.2105 (BLEU: 0.5445) to -1.6801 (BLEU: 0.5575) ***
*** Old lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.3275255626321376, -0.21052430917292875, -0.0454218308093175} ***
*** New lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.3275255626321376, -1.680050690780756, -0.0454218308093175} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 338
Smallest extracted threshold: 0.1130747144456715
Largest extracted threshold: 231.0555368162279
Investigating lambda[j=8][2]...
# extracted thresholds: 591
Smallest extracted threshold: -470.33449599902804
Largest extracted threshold: 442.9075188835553
Investigating lambda[j=8][3]...
# extracted thresholds: 543
Smallest extracted threshold: -711.7650738728285
Largest extracted threshold: 155.5893179605952
Keeping thresholds for lambda[j=8][4] from previous step.
Investigating lambda[j=8][5]...
# extracted thresholds: 370
Smallest extracted threshold: -45.09835760098181
Largest extracted threshold: 34.900176415618304
Processing merged stats file; extracting SS for 1469 candidates of interest.
(*_all: 4838)
*** Changing lambda[j=8][3] from 0.3275 (BLEU: 0.5575) to 0.0251 (BLEU: 0.5593) ***
*** Old lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.3275255626321376, -1.680050690780756, -0.0454218308093175} ***
*** New lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.025070593235145912, -1.680050690780756, -0.0454218308093175} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 312
Smallest extracted threshold: 0.1076666167818789
Largest extracted threshold: 267.04767817446805
Investigating lambda[j=8][2]...
# extracted thresholds: 586
Smallest extracted threshold: -540.8065038687041
Largest extracted threshold: 428.25735630338886
Keeping thresholds for lambda[j=8][3] from previous step.
Investigating lambda[j=8][4]...
# extracted thresholds: 553
Smallest extracted threshold: -147.3332886381885
Largest extracted threshold: 1114.4710560425658
Investigating lambda[j=8][5]...
# extracted thresholds: 366
Smallest extracted threshold: -48.365428791150215
Largest extracted threshold: 37.15122286695516
Processing merged stats file; extracting SS for 1340 candidates of interest.
(*_all: 4847)
*** Not changing any weight in lambda[j=8] ***
*** lambda[j=8]: {1.2972965063840105, -0.2974935383022126, 0.025070593235145912, -1.680050690780756, -0.0454218308093175} ***
Final lambda[j=8]: {1.0, -0.22931807558121337, 0.019325260733975034, -1.2950398636805138, -0.03501268259476239}
(Final BLEU[j=8]: 0.5592583379079964)
+++ Optimization of lambda[j=9] starting @ Fri May 08 13:23:29 EDT 2009 +++
Initial lambda[j=9]: {0.5948565625062981, 0.03753776574773382, 0.00790321507749736, 0.03620028521108054, -2.47511438964637}
(Initial BLEU[j=9]: 0.5434642009849391)
Investigating lambda[j=9][1]...
# extracted thresholds: 304
Smallest extracted threshold: 0.10050734930510132
Largest extracted threshold: 72.11660784703335
Investigating lambda[j=9][2]...
# extracted thresholds: 586
Smallest extracted threshold: -624.3995891065297
Largest extracted threshold: 170.35065185209993
Investigating lambda[j=9][3]...
# extracted thresholds: 534
Smallest extracted threshold: -276.2771948014383
Largest extracted threshold: 138.14804546785987
Investigating lambda[j=9][4]...
# extracted thresholds: 559
Smallest extracted threshold: -235.9109708220615
Largest extracted threshold: 295.4058723753183
Investigating lambda[j=9][5]...
# extracted thresholds: 375
Smallest extracted threshold: -15.872465880783082
Largest extracted threshold: 9.660236902349743
Processing merged stats file; extracting SS for 1657 candidates of interest.
(*_all: 4921)
*** Changing lambda[j=9][1] from 0.5949 (BLEU: 0.5435) to 0.8894 (BLEU: 0.5547) ***
*** Old lambda[j=9]: {0.5948565625062981, 0.03753776574773382, 0.00790321507749736, 0.03620028521108054, -2.47511438964637} ***
*** New lambda[j=9]: {0.8894489924255986, 0.03753776574773382, 0.00790321507749736, 0.03620028521108054, -2.47511438964637} ***
Keeping thresholds for lambda[j=9][1] from previous step.
Investigating lambda[j=9][2]...
# extracted thresholds: 592
Smallest extracted threshold: -416.71192601293455
Largest extracted threshold: 191.48765869880995
Investigating lambda[j=9][3]...
# extracted thresholds: 545
Smallest extracted threshold: -376.512269081477
Largest extracted threshold: 102.08993204575485
Investigating lambda[j=9][4]...
# extracted thresholds: 556
Smallest extracted threshold: -140.63977898613967
Largest extracted threshold: 551.2299385172897
Investigating lambda[j=9][5]...
# extracted thresholds: 373
Smallest extracted threshold: -24.103405524104343
Largest extracted threshold: 14.795240893915425
Processing merged stats file; extracting SS for 1670 candidates of interest.
(*_all: 4939)
*** Changing lambda[j=9][4] from 0.0362 (BLEU: 0.5547) to -0.0538 (BLEU: 0.5563) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.03753776574773382, 0.00790321507749736, 0.03620028521108054, -2.47511438964637} ***
*** New lambda[j=9]: {0.8894489924255986, 0.03753776574773382, 0.00790321507749736, -0.053839661373641004, -2.47511438964637} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 308
Smallest extracted threshold: 0.10245348143773199
Largest extracted threshold: 81.21707387684391
Investigating lambda[j=9][2]...
# extracted thresholds: 596
Smallest extracted threshold: -493.9662001828113
Largest extracted threshold: 209.25366565930784
Investigating lambda[j=9][3]...
# extracted thresholds: 551
Smallest extracted threshold: -385.8689201974068
Largest extracted threshold: 103.09837944750467
Keeping thresholds for lambda[j=9][4] from previous step.
Investigating lambda[j=9][5]...
# extracted thresholds: 367
Smallest extracted threshold: -24.56480838402236
Largest extracted threshold: 15.403736661963785
Processing merged stats file; extracting SS for 1451 candidates of interest.
(*_all: 4942)
*** Changing lambda[j=9][2] from 0.0375 (BLEU: 0.5563) to 0.0980 (BLEU: 0.5566) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.03753776574773382, 0.00790321507749736, -0.053839661373641004, -2.47511438964637} ***
*** New lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.00790321507749736, -0.053839661373641004, -2.47511438964637} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 328
Smallest extracted threshold: 0.10640366956567476
Largest extracted threshold: 79.75678563724308
Keeping thresholds for lambda[j=9][2] from previous step.
Investigating lambda[j=9][3]...
# extracted thresholds: 554
Smallest extracted threshold: -366.7303594871667
Largest extracted threshold: 97.49743958413418
Investigating lambda[j=9][4]...
# extracted thresholds: 562
Smallest extracted threshold: -140.88172023293697
Largest extracted threshold: 549.5000586026839
Investigating lambda[j=9][5]...
# extracted thresholds: 375
Smallest extracted threshold: -23.796198950790643
Largest extracted threshold: 14.727666968290674
Processing merged stats file; extracting SS for 1294 candidates of interest.
(*_all: 4945)
*** Changing lambda[j=9][3] from 0.0079 (BLEU: 0.5566) to 0.1219 (BLEU: 0.5575) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.00790321507749736, -0.053839661373641004, -2.47511438964637} ***
*** New lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.12187249448143077, -0.053839661373641004, -2.47511438964637} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 373
Smallest extracted threshold: 0.1013993028472214
Largest extracted threshold: 79.0811106236342
Investigating lambda[j=9][2]...
# extracted thresholds: 589
Smallest extracted threshold: -467.41135808163614
Largest extracted threshold: 214.77405263043585
Keeping thresholds for lambda[j=9][3] from previous step.
Investigating lambda[j=9][4]...
# extracted thresholds: 558
Smallest extracted threshold: -111.50044000259614
Largest extracted threshold: 473.7332816549345
Investigating lambda[j=9][5]...
# extracted thresholds: 376
Smallest extracted threshold: -22.565120651607135
Largest extracted threshold: 14.155547944298378
Processing merged stats file; extracting SS for 1418 candidates of interest.
(*_all: 4950)
*** Changing lambda[j=9][5] from -2.4751 (BLEU: 0.5575) to -2.3621 (BLEU: 0.5581) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.12187249448143077, -0.053839661373641004, -2.47511438964637} ***
*** New lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.12187249448143077, -0.053839661373641004, -2.3621423771415224} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 374
Smallest extracted threshold: 0.1013993028472214
Largest extracted threshold: 75.57897823598489
Investigating lambda[j=9][2]...
# extracted thresholds: 595
Smallest extracted threshold: -418.2685326419189
Largest extracted threshold: 208.63826020126646
Investigating lambda[j=9][3]...
# extracted thresholds: 552
Smallest extracted threshold: -362.64453836824066
Largest extracted threshold: 87.6914688987191
Investigating lambda[j=9][4]...
# extracted thresholds: 555
Smallest extracted threshold: -91.86590422925016
Largest extracted threshold: 483.5392523403573
Keeping thresholds for lambda[j=9][5] from previous step.
Processing merged stats file; extracting SS for 1663 candidates of interest.
(*_all: 4950)
*** Changing lambda[j=9][3] from 0.1219 (BLEU: 0.5581) to 0.1398 (BLEU: 0.5583) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.12187249448143077, -0.053839661373641004, -2.3621423771415224} ***
*** New lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 384
Smallest extracted threshold: 0.10085224061504033
Largest extracted threshold: 75.47258456140135
Investigating lambda[j=9][2]...
# extracted thresholds: 594
Smallest extracted threshold: -414.08713304562514
Largest extracted threshold: 209.50751575038632
Keeping thresholds for lambda[j=9][3] from previous step.
Investigating lambda[j=9][4]...
# extracted thresholds: 554
Smallest extracted threshold: -87.23944579181791
Largest extracted threshold: 471.60880405018804
Investigating lambda[j=9][5]...
# extracted thresholds: 378
Smallest extracted threshold: -22.37127162461624
Largest extracted threshold: 14.090835118521776
Processing merged stats file; extracting SS for 1433 candidates of interest.
(*_all: 4951)
*** Changing lambda[j=9][2] from 0.0980 (BLEU: 0.5583) to 0.2757 (BLEU: 0.5598) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.09802307744720254, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
*** New lambda[j=9]: {0.8894489924255986, 0.2756710611844394, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 438
Smallest extracted threshold: 0.10215461871389464
Largest extracted threshold: 71.18365466831781
Keeping thresholds for lambda[j=9][2] from previous step.
Investigating lambda[j=9][3]...
# extracted thresholds: 551
Smallest extracted threshold: -306.43375551405114
Largest extracted threshold: 71.24126560466003
Investigating lambda[j=9][4]...
# extracted thresholds: 571
Smallest extracted threshold: -87.95003772676795
Largest extracted threshold: 466.52807171530213
Investigating lambda[j=9][5]...
# extracted thresholds: 390
Smallest extracted threshold: -20.11383238426863
Largest extracted threshold: 12.033147528090684
Processing merged stats file; extracting SS for 1398 candidates of interest.
(*_all: 4963)
*** Changing lambda[j=9][1] from 0.8894 (BLEU: 0.5598) to 0.8985 (BLEU: 0.5603) ***
*** Old lambda[j=9]: {0.8894489924255986, 0.2756710611844394, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
*** New lambda[j=9]: {0.8984580501159041, 0.2756710611844394, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
Keeping thresholds for lambda[j=9][1] from previous step.
Investigating lambda[j=9][2]...
# extracted thresholds: 597
Smallest extracted threshold: -407.73574737393926
Largest extracted threshold: 210.1539156396657
Investigating lambda[j=9][3]...
# extracted thresholds: 552
Smallest extracted threshold: -309.4990873931767
Largest extracted threshold: 70.13855694337074
Investigating lambda[j=9][4]...
# extracted thresholds: 569
Smallest extracted threshold: -85.03650846972151
Largest extracted threshold: 474.3515374135639
Investigating lambda[j=9][5]...
# extracted thresholds: 391
Smallest extracted threshold: -20.365546286463665
Largest extracted threshold: 12.188792492519077
Processing merged stats file; extracting SS for 1734 candidates of interest.
(*_all: 4963)
*** Not changing any weight in lambda[j=9] ***
*** lambda[j=9]: {0.8984580501159041, 0.2756710611844394, 0.1398184154955206, -0.053839661373641004, -2.3621423771415224} ***
Final lambda[j=9]: {1.0, 0.30682685869293164, 0.155620415975441, -0.05992451329997601, -2.629107031582385}
(Final BLEU[j=9]: 0.5602622078228889)
+++ Optimization of lambda[j=10] starting @ Fri May 08 13:23:30 EDT 2009 +++
Initial lambda[j=10]: {1.0127051258503044, 0.593645578752771, 0.6576106932759427, 0.17534745529356877, -4.223437922731181}
(Initial BLEU[j=10]: 0.530002427751008)
Investigating lambda[j=10][1]...
# extracted thresholds: 481
Smallest extracted threshold: 0.10048774151842893
Largest extracted threshold: 197.06445279104204
Investigating lambda[j=10][2]...
# extracted thresholds: 579
Smallest extracted threshold: -819.5669744903342
Largest extracted threshold: 299.3018381410375
Investigating lambda[j=10][3]...
# extracted thresholds: 557
Smallest extracted threshold: -291.2597123363858
Largest extracted threshold: 185.703832197102
Investigating lambda[j=10][4]...
# extracted thresholds: 599
Smallest extracted threshold: -247.4673607885146
Largest extracted threshold: 69.06076515469891
Investigating lambda[j=10][5]...
# extracted thresholds: 404
Smallest extracted threshold: -12.749436217946382
Largest extracted threshold: 13.72814884546868
Processing merged stats file; extracting SS for 1925 candidates of interest.
(*_all: 5044)
*** Changing lambda[j=10][1] from 1.0127 (BLEU: 0.5300) to 1.6303 (BLEU: 0.5582) ***
*** Old lambda[j=10]: {1.0127051258503044, 0.593645578752771, 0.6576106932759427, 0.17534745529356877, -4.223437922731181} ***
*** New lambda[j=10]: {1.6302918749877455, 0.593645578752771, 0.6576106932759427, 0.17534745529356877, -4.223437922731181} ***
Keeping thresholds for lambda[j=10][1] from previous step.
Investigating lambda[j=10][2]...
# extracted thresholds: 600
Smallest extracted threshold: -384.16831634742726
Largest extracted threshold: 343.6136873916488
Investigating lambda[j=10][3]...
# extracted thresholds: 556
Smallest extracted threshold: -501.39360373039443
Largest extracted threshold: 110.1112141027192
Investigating lambda[j=10][4]...
# extracted thresholds: 586
Smallest extracted threshold: -73.55235045212147
Largest extracted threshold: 594.9932001042346
Investigating lambda[j=10][5]...
# extracted thresholds: 390
Smallest extracted threshold: -30.004866909284203
Largest extracted threshold: 21.40939056895359
Processing merged stats file; extracting SS for 1792 candidates of interest.
(*_all: 5049)
*** Not changing any weight in lambda[j=10] ***
*** lambda[j=10]: {1.6302918749877455, 0.593645578752771, 0.6576106932759427, 0.17534745529356877, -4.223437922731181} ***
Final lambda[j=10]: {1.0, 0.3641345380300281, 0.4033699139185649, 0.10755586651923099, -2.5906023255884336}
(Final BLEU[j=10]: 0.5582457063388253)
+++ Optimization of lambda[j=11] starting @ Fri May 08 13:23:30 EDT 2009 +++
Initial lambda[j=11]: {0.5641219696798965, -0.8495287747458757, -0.3964594524802063, -0.4629095033959656, -2.757299494706082}
(Initial BLEU[j=11]: 0.545320484690176)
Investigating lambda[j=11][1]...
# extracted thresholds: 246
Smallest extracted threshold: 0.10307797482757147
Largest extracted threshold: 224.43413262632913
Investigating lambda[j=11][2]...
# extracted thresholds: 578
Smallest extracted threshold: -1291.2706979174654
Largest extracted threshold: 262.36590679006275
Investigating lambda[j=11][3]...
# extracted thresholds: 530
Smallest extracted threshold: -608.5739076125041
Largest extracted threshold: 254.13601803104345
Investigating lambda[j=11][4]...
# extracted thresholds: 542
Smallest extracted threshold: -395.59073893593165
Largest extracted threshold: 538.4126892962149
Investigating lambda[j=11][5]...
# extracted thresholds: 361
Smallest extracted threshold: -33.211536511156055
Largest extracted threshold: 24.685080564470667
Processing merged stats file; extracting SS for 1603 candidates of interest.
(*_all: 5091)
*** Changing lambda[j=11][1] from 0.5641 (BLEU: 0.5453) to 1.1031 (BLEU: 0.5514) ***
*** Old lambda[j=11]: {0.5641219696798965, -0.8495287747458757, -0.3964594524802063, -0.4629095033959656, -2.757299494706082} ***
*** New lambda[j=11]: {1.1030657607310113, -0.8495287747458757, -0.3964594524802063, -0.4629095033959656, -2.757299494706082} ***
Keeping thresholds for lambda[j=11][1] from previous step.
Investigating lambda[j=11][2]...
# extracted thresholds: 579
Smallest extracted threshold: -911.3153252255366
Largest extracted threshold: 301.0351237979802
Investigating lambda[j=11][3]...
# extracted thresholds: 540
Smallest extracted threshold: -791.9495325176391
Largest extracted threshold: 188.1692980064191
Investigating lambda[j=11][4]...
# extracted thresholds: 551
Smallest extracted threshold: -221.29631690996516
Largest extracted threshold: 1006.4314774450969
Investigating lambda[j=11][5]...
# extracted thresholds: 364
Smallest extracted threshold: -48.26967570536298
Largest extracted threshold: 34.07934272876027
Processing merged stats file; extracting SS for 1615 candidates of interest.
(*_all: 5098)
*** Changing lambda[j=11][4] from -0.4629 (BLEU: 0.5514) to -1.2529 (BLEU: 0.5556) ***
*** Old lambda[j=11]: {1.1030657607310113, -0.8495287747458757, -0.3964594524802063, -0.4629095033959656, -2.757299494706082} ***
*** New lambda[j=11]: {1.1030657607310113, -0.8495287747458757, -0.3964594524802063, -1.2528687665655407, -2.757299494706082} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 278
Smallest extracted threshold: 0.10160409359866333
Largest extracted threshold: 332.6585516805586
Investigating lambda[j=11][2]...
# extracted thresholds: 587
Smallest extracted threshold: -1589.1003730266052
Largest extracted threshold: 456.9039609121269
Investigating lambda[j=11][3]...
# extracted thresholds: 538
Smallest extracted threshold: -874.0394659486744
Largest extracted threshold: 201.70298549625866
Keeping thresholds for lambda[j=11][4] from previous step.
Investigating lambda[j=11][5]...
# extracted thresholds: 364
Smallest extracted threshold: -52.317761883448526
Largest extracted threshold: 39.41793839437401
Processing merged stats file; extracting SS for 1414 candidates of interest.
(*_all: 5103)
*** Changing lambda[j=11][2] from -0.8495 (BLEU: 0.5556) to -0.4623 (BLEU: 0.5570) ***
*** Old lambda[j=11]: {1.1030657607310113, -0.8495287747458757, -0.3964594524802063, -1.2528687665655407, -2.757299494706082} ***
*** New lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.2528687665655407, -2.757299494706082} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 291
Smallest extracted threshold: 0.10326017491905407
Largest extracted threshold: 280.7676459426496
Keeping thresholds for lambda[j=11][2] from previous step.
Investigating lambda[j=11][3]...
# extracted thresholds: 538
Smallest extracted threshold: -751.5085150240263
Largest extracted threshold: 183.11519836626186
Investigating lambda[j=11][4]...
# extracted thresholds: 556
Smallest extracted threshold: -222.8452991707971
Largest extracted threshold: 995.3562542801377
Investigating lambda[j=11][5]...
# extracted thresholds: 365
Smallest extracted threshold: -47.39688793846319
Largest extracted threshold: 35.08953231873954
Processing merged stats file; extracting SS for 1252 candidates of interest.
(*_all: 5109)
*** Changing lambda[j=11][4] from -1.2529 (BLEU: 0.5570) to -1.1003 (BLEU: 0.5596) ***
*** Old lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.2528687665655407, -2.757299494706082} ***
*** New lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.1003061554586635, -2.757299494706082} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 293
Smallest extracted threshold: 0.10920800669122405
Largest extracted threshold: 259.8665682210112
Investigating lambda[j=11][2]...
# extracted thresholds: 598
Smallest extracted threshold: -1458.2016526966
Largest extracted threshold: 426.80145070810113
Investigating lambda[j=11][3]...
# extracted thresholds: 538
Smallest extracted threshold: -735.6547170198369
Largest extracted threshold: 172.72299226851055
Keeping thresholds for lambda[j=11][4] from previous step.
Investigating lambda[j=11][5]...
# extracted thresholds: 371
Smallest extracted threshold: -46.61509243822887
Largest extracted threshold: 34.058504350130164
Processing merged stats file; extracting SS for 1424 candidates of interest.
(*_all: 5110)
*** Changing lambda[j=11][5] from -2.7573 (BLEU: 0.5596) to -2.6859 (BLEU: 0.5596) ***
*** Old lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.1003061554586635, -2.757299494706082} ***
*** New lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.1003061554586635, -2.685939213727918} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 293
Smallest extracted threshold: 0.10254030188297653
Largest extracted threshold: 259.8665682210112
Investigating lambda[j=11][2]...
# extracted thresholds: 602
Smallest extracted threshold: -1427.159930471032
Largest extracted threshold: 422.92569544747454
Investigating lambda[j=11][3]...
# extracted thresholds: 537
Smallest extracted threshold: -733.0738535244599
Largest extracted threshold: 170.90120627177296
Investigating lambda[j=11][4]...
# extracted thresholds: 552
Smallest extracted threshold: -210.44288233679035
Largest extracted threshold: 1001.550326669044
Keeping thresholds for lambda[j=11][5] from previous step.
Processing merged stats file; extracting SS for 1563 candidates of interest.
(*_all: 5110)
*** Not changing any weight in lambda[j=11] ***
*** lambda[j=11]: {1.1030657607310113, -0.4622832095375995, -0.3964594524802063, -1.1003061554586635, -2.685939213727918} ***
Final lambda[j=11]: {1.0, -0.4190894378148773, -0.3594159719158259, -0.9974982404761444, -2.43497650760905}
(Final BLEU[j=11]: 0.5595754648769611)
+++ Optimization of lambda[j=12] starting @ Fri May 08 13:23:30 EDT 2009 +++
Initial lambda[j=12]: {0.5646818609795754, -0.8834296944416113, 0.3073471861931083, -0.08254985860243691, -3.2292380389093984}
(Initial BLEU[j=12]: 0.5331716486175656)
Investigating lambda[j=12][1]...
# extracted thresholds: 328
Smallest extracted threshold: 0.10574471153042345
Largest extracted threshold: 127.95619850542792
Investigating lambda[j=12][2]...
# extracted thresholds: 557
Smallest extracted threshold: -1005.8337192352263
Largest extracted threshold: 247.0791628202731
Investigating lambda[j=12][3]...
# extracted thresholds: 533
Smallest extracted threshold: -597.0339642281718
Largest extracted threshold: 293.9109501149285
Investigating lambda[j=12][4]...
# extracted thresholds: 536
Smallest extracted threshold: -295.8556339433669
Largest extracted threshold: 362.531689517394
Investigating lambda[j=12][5]...
# extracted thresholds: 388
Smallest extracted threshold: -24.242644776855446
Largest extracted threshold: 19.43803238818338
Processing merged stats file; extracting SS for 1687 candidates of interest.
(*_all: 5151)
*** Changing lambda[j=12][5] from -3.2292 (BLEU: 0.5332) to -0.8049 (BLEU: 0.5538) ***
*** Old lambda[j=12]: {0.5646818609795754, -0.8834296944416113, 0.3073471861931083, -0.08254985860243691, -3.2292380389093984} ***
*** New lambda[j=12]: {0.5646818609795754, -0.8834296944416113, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 273
Smallest extracted threshold: 0.1000393570239515
Largest extracted threshold: 93.11459452672646
Investigating lambda[j=12][2]...
# extracted thresholds: 589
Smallest extracted threshold: -170.42295603689504
Largest extracted threshold: 115.40947464286035
Investigating lambda[j=12][3]...
# extracted thresholds: 537
Smallest extracted threshold: -509.3551845289082
Largest extracted threshold: 159.11787160035226
Investigating lambda[j=12][4]...
# extracted thresholds: 567
Smallest extracted threshold: -90.19712516201511
Largest extracted threshold: 362.53168951739366
Keeping thresholds for lambda[j=12][5] from previous step.
Processing merged stats file; extracting SS for 1656 candidates of interest.
(*_all: 5158)
*** Changing lambda[j=12][2] from -0.8834 (BLEU: 0.5538) to 0.2901 (BLEU: 0.5601) ***
*** Old lambda[j=12]: {0.5646818609795754, -0.8834296944416113, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
*** New lambda[j=12]: {0.5646818609795754, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 501
Smallest extracted threshold: 0.10180493069509983
Largest extracted threshold: 62.84625909932105
Keeping thresholds for lambda[j=12][2] from previous step.
Investigating lambda[j=12][3]...
# extracted thresholds: 562
Smallest extracted threshold: -138.02190591832107
Largest extracted threshold: 25.180416916090085
Investigating lambda[j=12][4]...
# extracted thresholds: 597
Smallest extracted threshold: -28.911188178539522
Largest extracted threshold: 207.87886153785294
Investigating lambda[j=12][5]...
# extracted thresholds: 407
Smallest extracted threshold: -9.193600169493548
Largest extracted threshold: 7.805048874290283
Processing merged stats file; extracting SS for 1571 candidates of interest.
(*_all: 5166)
*** Changing lambda[j=12][1] from 0.5647 (BLEU: 0.5601) to 0.4848 (BLEU: 0.5616) ***
*** Old lambda[j=12]: {0.5646818609795754, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
*** New lambda[j=12]: {0.4848079774637667, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
Keeping thresholds for lambda[j=12][1] from previous step.
Investigating lambda[j=12][2]...
# extracted thresholds: 594
Smallest extracted threshold: -113.49950171796333
Largest extracted threshold: 109.67852350060093
Investigating lambda[j=12][3]...
# extracted thresholds: 559
Smallest extracted threshold: -110.84481705206848
Largest extracted threshold: 20.24915548855476
Investigating lambda[j=12][4]...
# extracted thresholds: 601
Smallest extracted threshold: -20.47450923218221
Largest extracted threshold: 138.51638109271022
Investigating lambda[j=12][5]...
# extracted thresholds: 408
Smallest extracted threshold: -6.9619165024136205
Largest extracted threshold: 6.795332815776646
Processing merged stats file; extracting SS for 1808 candidates of interest.
(*_all: 5170)
*** Changing lambda[j=12][5] from -0.8049 (BLEU: 0.5616) to -0.9074 (BLEU: 0.5624) ***
*** Old lambda[j=12]: {0.4848079774637667, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.8049399827084718} ***
*** New lambda[j=12]: {0.4848079774637667, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.9073743260162748} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 491
Smallest extracted threshold: 0.10180493069509983
Largest extracted threshold: 62.84625909932105
Investigating lambda[j=12][2]...
# extracted thresholds: 605
Smallest extracted threshold: -83.86183172090175
Largest extracted threshold: 115.241988771506
Investigating lambda[j=12][3]...
# extracted thresholds: 566
Smallest extracted threshold: -114.54952580170058
Largest extracted threshold: 21.307643702735362
Investigating lambda[j=12][4]...
# extracted thresholds: 604
Smallest extracted threshold: -19.084176426660697
Largest extracted threshold: 129.6250800935914
Keeping thresholds for lambda[j=12][5] from previous step.
Processing merged stats file; extracting SS for 1801 candidates of interest.
(*_all: 5171)
*** Changing lambda[j=12][1] from 0.4848 (BLEU: 0.5624) to 0.4890 (BLEU: 0.5630) ***
*** Old lambda[j=12]: {0.4848079774637667, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.9073743260162748} ***
*** New lambda[j=12]: {0.48900954640071753, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.9073743260162748} ***
Keeping thresholds for lambda[j=12][1] from previous step.
Investigating lambda[j=12][2]...
# extracted thresholds: 601
Smallest extracted threshold: -86.85614984996593
Largest extracted threshold: 115.54345134273231
Investigating lambda[j=12][3]...
# extracted thresholds: 567
Smallest extracted threshold: -115.97910963249807
Largest extracted threshold: 21.567040565913732
Investigating lambda[j=12][4]...
# extracted thresholds: 600
Smallest extracted threshold: -19.52796714562601
Largest extracted threshold: 133.27372255844082
Investigating lambda[j=12][5]...
# extracted thresholds: 409
Smallest extracted threshold: -7.079308725753397
Largest extracted threshold: 6.848446442407202
Processing merged stats file; extracting SS for 1813 candidates of interest.
(*_all: 5171)
*** Changing lambda[j=12][3] from 0.3073 (BLEU: 0.5630) to 0.2890 (BLEU: 0.5633) ***
*** Old lambda[j=12]: {0.48900954640071753, 0.29012820477545753, 0.3073471861931083, -0.08254985860243691, -0.9073743260162748} ***
*** New lambda[j=12]: {0.48900954640071753, 0.29012820477545753, 0.28897720846359, -0.08254985860243691, -0.9073743260162748} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 479
Smallest extracted threshold: 0.10237698665756335
Largest extracted threshold: 61.69507382827121
Investigating lambda[j=12][2]...
# extracted thresholds: 599
Smallest extracted threshold: -84.87219225518231
Largest extracted threshold: 114.65365554645885
Keeping thresholds for lambda[j=12][3] from previous step.
Investigating lambda[j=12][4]...
# extracted thresholds: 597
Smallest extracted threshold: -20.034863718599915
Largest extracted threshold: 145.4860837530278
Investigating lambda[j=12][5]...
# extracted thresholds: 405
Smallest extracted threshold: -7.27773834694229
Largest extracted threshold: 6.778387148031864
Processing merged stats file; extracting SS for 1616 candidates of interest.
(*_all: 5171)
*** Not changing any weight in lambda[j=12] ***
*** lambda[j=12]: {0.48900954640071753, 0.29012820477545753, 0.28897720846359, -0.08254985860243691, -0.9073743260162748} ***
Final lambda[j=12]: {1.0, 0.5932976296902653, 0.5909438999515735, -0.16881032120954068, -1.8555349945514752}
(Final BLEU[j=12]: 0.5633215655179145)
+++ Optimization of lambda[j=13] starting @ Fri May 08 13:23:30 EDT 2009 +++
Initial lambda[j=13]: {0.5988748242738667, -0.33852947919372234, -0.40518808570799436, -0.2216579488338708, -2.096427764396039}
(Initial BLEU[j=13]: 0.5452707569817349)
Investigating lambda[j=13][1]...
# extracted thresholds: 248
Smallest extracted threshold: 0.1035348981282212
Largest extracted threshold: 123.94747140144587
Investigating lambda[j=13][2]...
# extracted thresholds: 578
Smallest extracted threshold: -774.3306704704265
Largest extracted threshold: 180.9410877232119
Investigating lambda[j=13][3]...
# extracted thresholds: 530
Smallest extracted threshold: -409.7382876626914
Largest extracted threshold: 142.49805025866166
Investigating lambda[j=13][4]...
# extracted thresholds: 553
Smallest extracted threshold: -273.78639786066236
Largest extracted threshold: 617.1439499335881
Investigating lambda[j=13][5]...
# extracted thresholds: 364
Smallest extracted threshold: -26.54708576245131
Largest extracted threshold: 17.99785957182512
Processing merged stats file; extracting SS for 1598 candidates of interest.
(*_all: 5180)
*** Changing lambda[j=13][4] from -0.2217 (BLEU: 0.5453) to -0.4785 (BLEU: 0.5514) ***
*** Old lambda[j=13]: {0.5988748242738667, -0.33852947919372234, -0.40518808570799436, -0.2216579488338708, -2.096427764396039} ***
*** New lambda[j=13]: {0.5988748242738667, -0.33852947919372234, -0.40518808570799436, -0.4784911602767339, -2.096427764396039} ***
Investigating lambda[j=13][1]...
# extracted thresholds: 260
Smallest extracted threshold: 0.10009851508222019
Largest extracted threshold: 159.13362136911726
Investigating lambda[j=13][2]...
# extracted thresholds: 580
Smallest extracted threshold: -994.6935658889179
Largest extracted threshold: 231.61749075603169
Investigating lambda[j=13][3]...
# extracted thresholds: 536
Smallest extracted threshold: -436.4275388851281
Largest extracted threshold: 145.37458222681985
Keeping thresholds for lambda[j=13][4] from previous step.
Investigating lambda[j=13][5]...
# extracted thresholds: 372
Smallest extracted threshold: -27.86320802569768
Largest extracted threshold: 19.7335549846406
Processing merged stats file; extracting SS for 1389 candidates of interest.
(*_all: 5181)
*** Changing lambda[j=13][1] from 0.5989 (BLEU: 0.5514) to 0.8370 (BLEU: 0.5543) ***
*** Old lambda[j=13]: {0.5988748242738667, -0.33852947919372234, -0.40518808570799436, -0.4784911602767339, -2.096427764396039} ***
*** New lambda[j=13]: {0.8369608766846027, -0.33852947919372234, -0.40518808570799436, -0.4784911602767339, -2.096427764396039} ***
Keeping thresholds for lambda[j=13][1] from previous step.
Investigating lambda[j=13][2]...
# extracted thresholds: 580
Smallest extracted threshold: -826.8428989389613
Largest extracted threshold: 248.70016501650193
Investigating lambda[j=13][3]...
# extracted thresholds: 544
Smallest extracted threshold: -517.4363182178774
Largest extracted threshold: 116.23284941176047
Investigating lambda[j=13][4]...
# extracted thresholds: 550
Smallest extracted threshold: -196.78936851101562
Largest extracted threshold: 823.8978778471127
Investigating lambda[j=13][5]...
# extracted thresholds: 371
Smallest extracted threshold: -34.515354273468596
Largest extracted threshold: 23.883603340601937
Processing merged stats file; extracting SS for 1601 candidates of interest.
(*_all: 5182)
*** Changing lambda[j=13][4] from -0.4785 (BLEU: 0.5543) to -0.9088 (BLEU: 0.5593) ***
*** Old lambda[j=13]: {0.8369608766846027, -0.33852947919372234, -0.40518808570799436, -0.4784911602767339, -2.096427764396039} ***
*** New lambda[j=13]: {0.8369608766846027, -0.33852947919372234, -0.40518808570799436, -0.9087859688397362, -2.096427764396039} ***
Investigating lambda[j=13][1]...
# extracted thresholds: 280
Smallest extracted threshold: 0.10174433864517164
Largest extracted threshold: 218.08401014224665
Investigating lambda[j=13][2]...
# extracted thresholds: 599
Smallest extracted threshold: -1196.0358446868775
Largest extracted threshold: 333.6027094310893
Investigating lambda[j=13][3]...
# extracted thresholds: 534
Smallest extracted threshold: -562.1511204077144
Largest extracted threshold: 135.61298393065252
Keeping thresholds for lambda[j=13][4] from previous step.
Investigating lambda[j=13][5]...
# extracted thresholds: 370
Smallest extracted threshold: -36.720367301680845
Largest extracted threshold: 26.7915634178261
Processing merged stats file; extracting SS for 1417 candidates of interest.
(*_all: 5183)
*** Not changing any weight in lambda[j=13] ***
*** lambda[j=13]: {0.8369608766846027, -0.33852947919372234, -0.40518808570799436, -0.9087859688397362, -2.096427764396039} ***
Final lambda[j=13]: {1.0, -0.4044746757276356, -0.48411831065872385, -1.0858165466940932, -2.504809750128917}
(Final BLEU[j=13]: 0.5592633973356387)
+++ Optimization of lambda[j=14] starting @ Fri May 08 13:23:30 EDT 2009 +++
Initial lambda[j=14]: {0.9328888631888079, -0.0010293633615010567, 0.4145626698579299, -0.7950695870600375, -2.014967844715244}
(Initial BLEU[j=14]: 0.5473121158707532)
Investigating lambda[j=14][1]...
# extracted thresholds: 380
Smallest extracted threshold: 0.11226285062039808
Largest extracted threshold: 140.38990953670992
Investigating lambda[j=14][2]...
# extracted thresholds: 599
Smallest extracted threshold: -804.4009675255157
Largest extracted threshold: 353.3302642179204
Investigating lambda[j=14][3]...
# extracted thresholds: 529
Smallest extracted threshold: -473.23679506279944
Largest extracted threshold: 110.0386879988238
Investigating lambda[j=14][4]...
# extracted thresholds: 581
Smallest extracted threshold: -60.14654644568019
Largest extracted threshold: 359.6496567425374
Investigating lambda[j=14][5]...
# extracted thresholds: 372
Smallest extracted threshold: -25.67431396150622
Largest extracted threshold: 18.804260872516465
Processing merged stats file; extracting SS for 1724 candidates of interest.
(*_all: 5187)
*** Changing lambda[j=14][3] from 0.4146 (BLEU: 0.5473) to -0.1321 (BLEU: 0.5593) ***
*** Old lambda[j=14]: {0.9328888631888079, -0.0010293633615010567, 0.4145626698579299, -0.7950695870600375, -2.014967844715244} ***
*** New lambda[j=14]: {0.9328888631888079, -0.0010293633615010567, -0.13206891469009868, -0.7950695870600375, -2.014967844715244} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 315
Smallest extracted threshold: 0.10791130980948402
Largest extracted threshold: 159.32657311791476
Investigating lambda[j=14][2]...
# extracted thresholds: 596
Smallest extracted threshold: -931.7661267255035
Largest extracted threshold: 326.85279684137515
Keeping thresholds for lambda[j=14][3] from previous step.
Investigating lambda[j=14][4]...
# extracted thresholds: 549
Smallest extracted threshold: -88.68563275527487
Largest extracted threshold: 723.0503341501386
Investigating lambda[j=14][5]...
# extracted thresholds: 369
Smallest extracted threshold: -31.578942690448937
Largest extracted threshold: 22.387909846696374
Processing merged stats file; extracting SS for 1372 candidates of interest.
(*_all: 5187)
*** Not changing any weight in lambda[j=14] ***
*** lambda[j=14]: {0.9328888631888079, -0.0010293633615010567, -0.13206891469009868, -0.7950695870600375, -2.014967844715244} ***
Final lambda[j=14]: {1.0, -0.001103414781887822, -0.1415698266979624, -0.8522661363351733, -2.15992271343841}
(Final BLEU[j=14]: 0.5593163441581892)
+++ Optimization of lambda[j=15] starting @ Fri May 08 13:23:31 EDT 2009 +++
Initial lambda[j=15]: {0.5488312644816994, 0.7524177899987885, -0.8110904764055749, -0.03623228504248699, -2.016988402824328}
(Initial BLEU[j=15]: 0.5196866749747578)
Investigating lambda[j=15][1]...
# extracted thresholds: 267
Smallest extracted threshold: 0.1019372773690912
Largest extracted threshold: 513.7351202630774
Investigating lambda[j=15][2]...
# extracted thresholds: 559
Smallest extracted threshold: -710.5352953395968
Largest extracted threshold: 275.4430977474048
Investigating lambda[j=15][3]...
# extracted thresholds: 563
Smallest extracted threshold: -68.49709821078635
Largest extracted threshold: 52.21843458331646
Investigating lambda[j=15][4]...
# extracted thresholds: 522
Smallest extracted threshold: -385.1693494549145
Largest extracted threshold: 819.2242766313799
Investigating lambda[j=15][5]...
# extracted thresholds: 359
Smallest extracted threshold: -21.79548844147877
Largest extracted threshold: 13.14290177636167
Processing merged stats file; extracting SS for 1665 candidates of interest.
(*_all: 5294)
*** Changing lambda[j=15][2] from 0.7524 (BLEU: 0.5197) to -8.2679 (BLEU: 0.5451) ***
*** Old lambda[j=15]: {0.5488312644816994, 0.7524177899987885, -0.8110904764055749, -0.03623228504248699, -2.016988402824328} ***
*** New lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -0.03623228504248699, -2.016988402824328} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 175
Smallest extracted threshold: 0.1032898531663354
Largest extracted threshold: 1209.3800682190824
Keeping thresholds for lambda[j=15][2] from previous step.
Investigating lambda[j=15][3]...
# extracted thresholds: 518
Smallest extracted threshold: -2879.549072002357
Largest extracted threshold: 1194.5281196262483
Investigating lambda[j=15][4]...
# extracted thresholds: 545
Smallest extracted threshold: -556.7592363488403
Largest extracted threshold: 2075.245918797338
Investigating lambda[j=15][5]...
# extracted thresholds: 369
Smallest extracted threshold: -132.9786180918059
Largest extracted threshold: 108.41801018404414
Processing merged stats file; extracting SS for 1258 candidates of interest.
(*_all: 5340)
*** Changing lambda[j=15][5] from -2.0170 (BLEU: 0.5451) to 4.5903 (BLEU: 0.5474) ***
*** Old lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -0.03623228504248699, -2.016988402824328} ***
*** New lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -0.03623228504248699, 4.590273706165369} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 137
Smallest extracted threshold: 0.10180915297912176
Largest extracted threshold: 1209.3800682190824
Investigating lambda[j=15][2]...
# extracted thresholds: 550
Smallest extracted threshold: -1617.476267805979
Largest extracted threshold: 685.5652957982327
Investigating lambda[j=15][3]...
# extracted thresholds: 505
Smallest extracted threshold: -2640.5864257272387
Largest extracted threshold: 1194.5281196262483
Investigating lambda[j=15][4]...
# extracted thresholds: 562
Smallest extracted threshold: -556.7592363488403
Largest extracted threshold: 2075.245918797337
Keeping thresholds for lambda[j=15][5] from previous step.
Processing merged stats file; extracting SS for 1503 candidates of interest.
(*_all: 5388)
*** Changing lambda[j=15][4] from -0.0362 (BLEU: 0.5474) to -6.5171 (BLEU: 0.5529) ***
*** Old lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -0.03623228504248699, 4.590273706165369} ***
*** New lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -6.517098252334131, 4.590273706165369} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 207
Smallest extracted threshold: 0.12318756715182844
Largest extracted threshold: 2097.2587057380056
Investigating lambda[j=15][2]...
# extracted thresholds: 567
Smallest extracted threshold: -3396.959277871561
Largest extracted threshold: 1036.6871565232373
Investigating lambda[j=15][3]...
# extracted thresholds: 550
Smallest extracted threshold: -3314.0564141616005
Largest extracted threshold: 816.6202117446709
Keeping thresholds for lambda[j=15][4] from previous step.
Investigating lambda[j=15][5]...
# extracted thresholds: 377
Smallest extracted threshold: -162.5551330984454
Largest extracted threshold: 150.40946158882167
Processing merged stats file; extracting SS for 1438 candidates of interest.
(*_all: 5438)
*** Changing lambda[j=15][5] from 4.5903 (BLEU: 0.5529) to 11.4331 (BLEU: 0.5553) ***
*** Old lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -6.517098252334131, 4.590273706165369} ***
*** New lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -6.517098252334131, 11.433116956868576} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 169
Smallest extracted threshold: 0.13749682445705327
Largest extracted threshold: 2097.2587057380056
Investigating lambda[j=15][2]...
# extracted thresholds: 566
Smallest extracted threshold: -1061.1600331426725
Largest extracted threshold: 665.0352324694201
Investigating lambda[j=15][3]...
# extracted thresholds: 553
Smallest extracted threshold: -3066.5735832611745
Largest extracted threshold: 2402.524851606691
Investigating lambda[j=15][4]...
# extracted thresholds: 560
Smallest extracted threshold: -558.3240515552158
Largest extracted threshold: 2244.6740578441027
Keeping thresholds for lambda[j=15][5] from previous step.
Processing merged stats file; extracting SS for 1579 candidates of interest.
(*_all: 5483)
*** Changing lambda[j=15][3] from -0.8111 (BLEU: 0.5553) to 1.1163 (BLEU: 0.5562) ***
*** Old lambda[j=15]: {0.5488312644816994, -8.267884167731644, -0.8110904764055749, -6.517098252334131, 11.433116956868576} ***
*** New lambda[j=15]: {0.5488312644816994, -8.267884167731644, 1.1162750548967055, -6.517098252334131, 11.433116956868576} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 209
Smallest extracted threshold: 0.11232498517559389
Largest extracted threshold: 1867.9022075130456
Investigating lambda[j=15][2]...
# extracted thresholds: 555
Smallest extracted threshold: -1269.3155105233218
Largest extracted threshold: 758.3920003918736
Keeping thresholds for lambda[j=15][3] from previous step.
Investigating lambda[j=15][4]...
# extracted thresholds: 552
Smallest extracted threshold: -535.2828775714701
Largest extracted threshold: 2729.779253227488
Investigating lambda[j=15][5]...
# extracted thresholds: 361
Smallest extracted threshold: -141.73603261285768
Largest extracted threshold: 132.33485856485768
Processing merged stats file; extracting SS for 1371 candidates of interest.
(*_all: 5533)
*** Changing lambda[j=15][2] from -8.2679 (BLEU: 0.5562) to -5.9642 (BLEU: 0.5601) ***
*** Old lambda[j=15]: {0.5488312644816994, -8.267884167731644, 1.1162750548967055, -6.517098252334131, 11.433116956868576} ***
*** New lambda[j=15]: {0.5488312644816994, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 11.433116956868576} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 214
Smallest extracted threshold: 0.10165532639897519
Largest extracted threshold: 1559.2062009819638
Keeping thresholds for lambda[j=15][2] from previous step.
Investigating lambda[j=15][3]...
# extracted thresholds: 546
Smallest extracted threshold: -2337.6440205755425
Largest extracted threshold: 2402.524851606691
Investigating lambda[j=15][4]...
# extracted thresholds: 555
Smallest extracted threshold: -415.20046125183
Largest extracted threshold: 2076.9102364297573
Investigating lambda[j=15][5]...
# extracted thresholds: 362
Smallest extracted threshold: -112.46203722082709
Largest extracted threshold: 104.64797552499687
Processing merged stats file; extracting SS for 1302 candidates of interest.
(*_all: 5548)
*** Changing lambda[j=15][5] from 11.4331 (BLEU: 0.5601) to 12.3068 (BLEU: 0.5609) ***
*** Old lambda[j=15]: {0.5488312644816994, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 11.433116956868576} ***
*** New lambda[j=15]: {0.5488312644816994, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.306760372580325} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 211
Smallest extracted threshold: 0.1224047846536181
Largest extracted threshold: 1559.2062009819638
Investigating lambda[j=15][2]...
# extracted thresholds: 543
Smallest extracted threshold: -1522.0896721358952
Largest extracted threshold: 710.9422423760294
Investigating lambda[j=15][3]...
# extracted thresholds: 549
Smallest extracted threshold: -2306.047250373972
Largest extracted threshold: 2782.5597374408444
Investigating lambda[j=15][4]...
# extracted thresholds: 551
Smallest extracted threshold: -427.05835052966773
Largest extracted threshold: 2076.9102364297587
Keeping thresholds for lambda[j=15][5] from previous step.
Processing merged stats file; extracting SS for 1581 candidates of interest.
(*_all: 5554)
*** Changing lambda[j=15][1] from 0.5488 (BLEU: 0.5609) to 0.4303 (BLEU: 0.5616) ***
*** Old lambda[j=15]: {0.5488312644816994, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.306760372580325} ***
*** New lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.306760372580325} ***
Keeping thresholds for lambda[j=15][1] from previous step.
Investigating lambda[j=15][2]...
# extracted thresholds: 553
Smallest extracted threshold: -1437.6108318408308
Largest extracted threshold: 702.4370644651248
Investigating lambda[j=15][3]...
# extracted thresholds: 549
Smallest extracted threshold: -2265.714333521221
Largest extracted threshold: 2724.1199784154405
Investigating lambda[j=15][4]...
# extracted thresholds: 542
Smallest extracted threshold: -414.53766179323185
Largest extracted threshold: 2075.2743973333036
Investigating lambda[j=15][5]...
# extracted thresholds: 362
Smallest extracted threshold: -109.15004482057562
Largest extracted threshold: 102.26872714972136
Processing merged stats file; extracting SS for 1598 candidates of interest.
(*_all: 5557)
*** Changing lambda[j=15][5] from 12.3068 (BLEU: 0.5616) to 12.5915 (BLEU: 0.5624) ***
*** Old lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.306760372580325} ***
*** New lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.591455258461732} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 208
Smallest extracted threshold: 0.14680369208239644
Largest extracted threshold: 1559.2062009819638
Investigating lambda[j=15][2]...
# extracted thresholds: 543
Smallest extracted threshold: -1519.9825521558564
Largest extracted threshold: 686.9745734756905
Investigating lambda[j=15][3]...
# extracted thresholds: 546
Smallest extracted threshold: -2255.417868481842
Largest extracted threshold: 2847.962253773731
Investigating lambda[j=15][4]...
# extracted thresholds: 542
Smallest extracted threshold: -418.4018017547262
Largest extracted threshold: 2075.274397333302
Keeping thresholds for lambda[j=15][5] from previous step.
Processing merged stats file; extracting SS for 1576 candidates of interest.
(*_all: 5558)
*** Changing lambda[j=15][3] from 1.1163 (BLEU: 0.5624) to 1.0783 (BLEU: 0.5624) ***
*** Old lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.1162750548967055, -6.517098252334131, 12.591455258461732} ***
*** New lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.0783323121572437, -6.517098252334131, 12.591455258461732} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 209
Smallest extracted threshold: 0.10539970308712054
Largest extracted threshold: 1563.7213873679602
Investigating lambda[j=15][2]...
# extracted thresholds: 545
Smallest extracted threshold: -1515.8847359399908
Largest extracted threshold: 685.1367218742478
Keeping thresholds for lambda[j=15][3] from previous step.
Investigating lambda[j=15][4]...
# extracted thresholds: 542
Smallest extracted threshold: -419.4487843121929
Largest extracted threshold: 2062.3890418989863
Investigating lambda[j=15][5]...
# extracted thresholds: 362
Smallest extracted threshold: -109.55989638270134
Largest extracted threshold: 102.62454964499693
Processing merged stats file; extracting SS for 1362 candidates of interest.
(*_all: 5558)
*** Changing lambda[j=15][1] from 0.4303 (BLEU: 0.5624) to 0.4126 (BLEU: 0.5625) ***
*** Old lambda[j=15]: {0.4302921995213558, -5.96418262645488, 1.0783323121572437, -6.517098252334131, 12.591455258461732} ***
*** New lambda[j=15]: {0.4126214658146028, -5.96418262645488, 1.0783323121572437, -6.517098252334131, 12.591455258461732} ***
Keeping thresholds for lambda[j=15][1] from previous step.
Investigating lambda[j=15][2]...
# extracted thresholds: 546
Smallest extracted threshold: -1503.2913930516447
Largest extracted threshold: 683.8688467307888
Investigating lambda[j=15][3]...
# extracted thresholds: 545
Smallest extracted threshold: -2249.4054013381183
Largest extracted threshold: 2839.2505820563347
Investigating lambda[j=15][4]...
# extracted thresholds: 541
Smallest extracted threshold: -417.5823130644167
Largest extracted threshold: 2062.14518577383
Investigating lambda[j=15][5]...
# extracted thresholds: 362
Smallest extracted threshold: -109.06617445429576
Largest extracted threshold: 102.26987277559705
Processing merged stats file; extracting SS for 1588 candidates of interest.
(*_all: 5558)
*** Not changing any weight in lambda[j=15] ***
*** lambda[j=15]: {0.4126214658146028, -5.96418262645488, 1.0783323121572437, -6.517098252334131, 12.591455258461732} ***
Final lambda[j=15]: {0.9999999999999999, -14.454368278393638, 2.613369399065038, -15.794375213776114, 30.515754272753387}
(Final BLEU[j=15]: 0.5624603288678858)
+++ Optimization of lambda[j=16] starting @ Fri May 08 13:23:31 EDT 2009 +++
Initial lambda[j=16]: {0.5172984255016025, 0.9318466767395894, 0.7334727846451359, -0.7214197554554633, -2.6162198034293223}
(Initial BLEU[j=16]: 0.5070257795634354)
Investigating lambda[j=16][1]...
# extracted thresholds: 476
Smallest extracted threshold: 0.10128328194233505
Largest extracted threshold: 254.69875433818822
Investigating lambda[j=16][2]...
# extracted thresholds: 539
Smallest extracted threshold: -1221.4392158744447
Largest extracted threshold: 357.0823236080495
Investigating lambda[j=16][3]...
# extracted thresholds: 553
Smallest extracted threshold: -136.05363885298948
Largest extracted threshold: 132.5659014254906
Investigating lambda[j=16][4]...
# extracted thresholds: 584
Smallest extracted threshold: -388.273627314499
Largest extracted threshold: 106.16344291336641
Investigating lambda[j=16][5]...
# extracted thresholds: 388
Smallest extracted threshold: -11.215121123172992
Largest extracted threshold: 10.011203257236803
Processing merged stats file; extracting SS for 2042 candidates of interest.
(*_all: 5737)
*** Changing lambda[j=16][1] from 0.5173 (BLEU: 0.5070) to 1.7700 (BLEU: 0.5599) ***
*** Old lambda[j=16]: {0.5172984255016025, 0.9318466767395894, 0.7334727846451359, -0.7214197554554633, -2.6162198034293223} ***
*** New lambda[j=16]: {1.7699816508683228, 0.9318466767395894, 0.7334727846451359, -0.7214197554554633, -2.6162198034293223} ***
Keeping thresholds for lambda[j=16][1] from previous step.
Investigating lambda[j=16][2]...
# extracted thresholds: 595
Smallest extracted threshold: -338.2975419888578
Largest extracted threshold: 446.96234502811154
Investigating lambda[j=16][3]...
# extracted thresholds: 551
Smallest extracted threshold: -476.971923221351
Largest extracted threshold: 92.75079248904937
Investigating lambda[j=16][4]...
# extracted thresholds: 586
Smallest extracted threshold: -94.8244665103269
Largest extracted threshold: 795.7006644897098
Investigating lambda[j=16][5]...
# extracted thresholds: 387
Smallest extracted threshold: -33.38612948831097
Largest extracted threshold: 24.441475822998182
Processing merged stats file; extracting SS for 1773 candidates of interest.
(*_all: 5738)
*** Changing lambda[j=16][3] from 0.7335 (BLEU: 0.5599) to 0.9340 (BLEU: 0.5613) ***
*** Old lambda[j=16]: {1.7699816508683228, 0.9318466767395894, 0.7334727846451359, -0.7214197554554633, -2.6162198034293223} ***
*** New lambda[j=16]: {1.7699816508683228, 0.9318466767395894, 0.9340272531975473, -0.7214197554554633, -2.6162198034293223} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 489
Smallest extracted threshold: 0.10086747529209576
Largest extracted threshold: 239.48526536658085
Investigating lambda[j=16][2]...
# extracted thresholds: 604
Smallest extracted threshold: -323.00667243701
Largest extracted threshold: 456.6767020986187
Keeping thresholds for lambda[j=16][3] from previous step.
Investigating lambda[j=16][4]...
# extracted thresholds: 598
Smallest extracted threshold: -89.29041664370918
Largest extracted threshold: 662.3720537960392
Investigating lambda[j=16][5]...
# extracted thresholds: 396
Smallest extracted threshold: -31.21977154228863
Largest extracted threshold: 25.206349072029102
Processing merged stats file; extracting SS for 1594 candidates of interest.
(*_all: 5738)
*** Changing lambda[j=16][2] from 0.9318 (BLEU: 0.5613) to 0.7135 (BLEU: 0.5628) ***
*** Old lambda[j=16]: {1.7699816508683228, 0.9318466767395894, 0.9340272531975473, -0.7214197554554633, -2.6162198034293223} ***
*** New lambda[j=16]: {1.7699816508683228, 0.7135063219383402, 0.9340272531975473, -0.7214197554554633, -2.6162198034293223} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 465
Smallest extracted threshold: 0.10780908233907456
Largest extracted threshold: 190.48345145336413
Keeping thresholds for lambda[j=16][2] from previous step.
Investigating lambda[j=16][3]...
# extracted thresholds: 565
Smallest extracted threshold: -546.0584504863757
Largest extracted threshold: 108.23736194030731
Investigating lambda[j=16][4]...
# extracted thresholds: 600
Smallest extracted threshold: -97.81478799574109
Largest extracted threshold: 668.616587943354
Investigating lambda[j=16][5]...
# extracted thresholds: 394
Smallest extracted threshold: -33.99430393106489
Largest extracted threshold: 25.708280922146933
Processing merged stats file; extracting SS for 1467 candidates of interest.
(*_all: 5738)
*** Changing lambda[j=16][3] from 0.9340 (BLEU: 0.5628) to 0.9705 (BLEU: 0.5630) ***
*** Old lambda[j=16]: {1.7699816508683228, 0.7135063219383402, 0.9340272531975473, -0.7214197554554633, -2.6162198034293223} ***
*** New lambda[j=16]: {1.7699816508683228, 0.7135063219383402, 0.970501447976361, -0.7214197554554633, -2.6162198034293223} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 465
Smallest extracted threshold: 0.12102758019846775
Largest extracted threshold: 187.71662324943006
Investigating lambda[j=16][2]...
# extracted thresholds: 606
Smallest extracted threshold: -326.9458854731292
Largest extracted threshold: 458.443420908218
Keeping thresholds for lambda[j=16][3] from previous step.
Investigating lambda[j=16][4]...
# extracted thresholds: 592
Smallest extracted threshold: -96.80832818356313
Largest extracted threshold: 644.3685432543947
Investigating lambda[j=16][5]...
# extracted thresholds: 393
Smallest extracted threshold: -33.600315393914855
Largest extracted threshold: 25.84738595464821
Processing merged stats file; extracting SS for 1558 candidates of interest.
(*_all: 5738)
*** Not changing any weight in lambda[j=16] ***
*** lambda[j=16]: {1.7699816508683228, 0.7135063219383402, 0.970501447976361, -0.7214197554554633, -2.6162198034293223} ***
Final lambda[j=16]: {1.0, 0.40311509533915574, 0.5483115870157464, -0.40758600808180534, -1.4781056075614396}
(Final BLEU[j=16]: 0.563028146040068)
+++ Optimization of lambda[j=17] starting @ Fri May 08 13:23:31 EDT 2009 +++
Initial lambda[j=17]: {0.6531650067482606, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -3.7768996058898074}
(Initial BLEU[j=17]: 0.5236289813001335)
Investigating lambda[j=17][1]...
# extracted thresholds: 402
Smallest extracted threshold: 0.1023929521845729
Largest extracted threshold: 120.21368603792733
Investigating lambda[j=17][2]...
# extracted thresholds: 586
Smallest extracted threshold: -1253.0285548722234
Largest extracted threshold: 274.60321632245876
Investigating lambda[j=17][3]...
# extracted thresholds: 542
Smallest extracted threshold: -283.5977295962752
Largest extracted threshold: 223.96237207176225
Investigating lambda[j=17][4]...
# extracted thresholds: 569
Smallest extracted threshold: -430.15221096410875
Largest extracted threshold: 190.06943440393314
Investigating lambda[j=17][5]...
# extracted thresholds: 382
Smallest extracted threshold: -14.646752483743178
Largest extracted threshold: 8.833010640268618
Processing merged stats file; extracting SS for 1769 candidates of interest.
(*_all: 5795)
*** Changing lambda[j=17][5] from -3.7769 (BLEU: 0.5236) to -1.9008 (BLEU: 0.5565) ***
*** Old lambda[j=17]: {0.6531650067482606, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -3.7768996058898074} ***
*** New lambda[j=17]: {0.6531650067482606, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -1.9008057572652062} ***
Investigating lambda[j=17][1]...
# extracted thresholds: 393
Smallest extracted threshold: 0.1023929521845729
Largest extracted threshold: 84.24066042122654
Investigating lambda[j=17][2]...
# extracted thresholds: 596
Smallest extracted threshold: -436.92773071861745
Largest extracted threshold: 172.7078691690352
Investigating lambda[j=17][3]...
# extracted thresholds: 549
Smallest extracted threshold: -215.7456687376894
Largest extracted threshold: 61.11742601123069
Investigating lambda[j=17][4]...
# extracted thresholds: 577
Smallest extracted threshold: -104.08710007308751
Largest extracted threshold: 352.9143804645804
Keeping thresholds for lambda[j=17][5] from previous step.
Processing merged stats file; extracting SS for 1672 candidates of interest.
(*_all: 5799)
*** Changing lambda[j=17][1] from 0.6532 (BLEU: 0.5565) to 0.7669 (BLEU: 0.5570) ***
*** Old lambda[j=17]: {0.6531650067482606, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -1.9008057572652062} ***
*** New lambda[j=17]: {0.7669099774618489, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -1.9008057572652062} ***
Keeping thresholds for lambda[j=17][1] from previous step.
Investigating lambda[j=17][2]...
# extracted thresholds: 597
Smallest extracted threshold: -356.73752636535744
Largest extracted threshold: 180.869070817735
Investigating lambda[j=17][3]...
# extracted thresholds: 555
Smallest extracted threshold: -254.44739502298617
Largest extracted threshold: 50.91155890238981
Investigating lambda[j=17][4]...
# extracted thresholds: 567
Smallest extracted threshold: -67.3019765443043
Largest extracted threshold: 451.6905130322801
Investigating lambda[j=17][5]...
# extracted thresholds: 383
Smallest extracted threshold: -17.824797448888276
Largest extracted threshold: 10.66496005837898
Processing merged stats file; extracting SS for 1718 candidates of interest.
(*_all: 5800)
*** Changing lambda[j=17][4] from -0.0992 (BLEU: 0.5570) to -0.1852 (BLEU: 0.5598) ***
*** Old lambda[j=17]: {0.7669099774618489, 0.2703709812884292, 0.06253243321331348, -0.09921749767303822, -1.9008057572652062} ***
*** New lambda[j=17]: {0.7669099774618489, 0.2703709812884292, 0.06253243321331348, -0.1852093376252006, -1.9008057572652062} ***
Investigating lambda[j=17][1]...
# extracted thresholds: 388
Smallest extracted threshold: 0.10430974093122025
Largest extracted threshold: 96.94595477414279
Investigating lambda[j=17][2]...
# extracted thresholds: 600
Smallest extracted threshold: -430.5185250444922
Largest extracted threshold: 197.8363357382959
Investigating lambda[j=17][3]...
# extracted thresholds: 544
Smallest extracted threshold: -263.3833803913474
Largest extracted threshold: 53.597780188514406
Keeping thresholds for lambda[j=17][4] from previous step.
Investigating lambda[j=17][5]...
# extracted thresholds: 384
Smallest extracted threshold: -18.26545609417308
Largest extracted threshold: 11.246098460636347
Processing merged stats file; extracting SS for 1510 candidates of interest.
(*_all: 5800)
*** Not changing any weight in lambda[j=17] ***
*** lambda[j=17]: {0.7669099774618489, 0.2703709812884292, 0.06253243321331348, -0.1852093376252006, -1.9008057572652062} ***
Final lambda[j=17]: {1.0, 0.352545917036109, 0.08153816621380995, -0.24150075376273758, -2.4785252677975036}
(Final BLEU[j=17]: 0.5597637507819083)
+++ Optimization of lambda[j=18] starting @ Fri May 08 13:23:31 EDT 2009 +++
Initial lambda[j=18]: {1.3337325079222806, 0.008941979020198554, -0.7160649224252031, -0.6550985768734534, -0.4562328727076199}
(Initial BLEU[j=18]: 0.5378031914941444)
Investigating lambda[j=18][1]...
# extracted thresholds: 193
Smallest extracted threshold: 0.10288374802084035
Largest extracted threshold: 328.53558799794405
Investigating lambda[j=18][2]...
# extracted thresholds: 569
Smallest extracted threshold: -484.806401437444
Largest extracted threshold: 588.5981649650992
Investigating lambda[j=18][3]...
# extracted thresholds: 568
Smallest extracted threshold: -535.5491773019213
Largest extracted threshold: 173.44584726083787
Investigating lambda[j=18][4]...
# extracted thresholds: 552
Smallest extracted threshold: -167.9980536797581
Largest extracted threshold: 1594.3965163573037
Investigating lambda[j=18][5]...
# extracted thresholds: 371
Smallest extracted threshold: -48.242804073882596
Largest extracted threshold: 31.599528465368657
Processing merged stats file; extracting SS for 1684 candidates of interest.
(*_all: 5810)
*** Changing lambda[j=18][3] from -0.7161 (BLEU: 0.5378) to 1.6843 (BLEU: 0.5612) ***
*** Old lambda[j=18]: {1.3337325079222806, 0.008941979020198554, -0.7160649224252031, -0.6550985768734534, -0.4562328727076199} ***
*** New lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.6843436235065279, -0.6550985768734534, -0.4562328727076199} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 443
Smallest extracted threshold: 0.11084459180862596
Largest extracted threshold: 70.153331669355
Investigating lambda[j=18][2]...
# extracted thresholds: 581
Smallest extracted threshold: -744.0505243980626
Largest extracted threshold: 331.3189875552959
Keeping thresholds for lambda[j=18][3] from previous step.
Investigating lambda[j=18][4]...
# extracted thresholds: 591
Smallest extracted threshold: -521.2264484314054
Largest extracted threshold: 587.8744462977257
Investigating lambda[j=18][5]...
# extracted thresholds: 395
Smallest extracted threshold: -27.354209863659662
Largest extracted threshold: 24.544984005427757
Processing merged stats file; extracting SS for 1634 candidates of interest.
(*_all: 5828)
*** Changing lambda[j=18][4] from -0.6551 (BLEU: 0.5612) to -0.6880 (BLEU: 0.5617) ***
*** Old lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.6843436235065279, -0.6550985768734534, -0.4562328727076199} ***
*** New lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.6843436235065279, -0.6879635887205422, -0.4562328727076199} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 442
Smallest extracted threshold: 0.1002550271542077
Largest extracted threshold: 73.47504536675689
Investigating lambda[j=18][2]...
# extracted thresholds: 580
Smallest extracted threshold: -731.189349761906
Largest extracted threshold: 337.803665205375
Investigating lambda[j=18][3]...
# extracted thresholds: 563
Smallest extracted threshold: -538.9643997830295
Largest extracted threshold: 159.11670209552847
Keeping thresholds for lambda[j=18][4] from previous step.
Investigating lambda[j=18][5]...
# extracted thresholds: 396
Smallest extracted threshold: -27.43145021408373
Largest extracted threshold: 24.609278545845847
Processing merged stats file; extracting SS for 1581 candidates of interest.
(*_all: 5831)
*** Changing lambda[j=18][3] from 1.6843 (BLEU: 0.5617) to 1.2692 (BLEU: 0.5631) ***
*** Old lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.6843436235065279, -0.6879635887205422, -0.4562328727076199} ***
*** New lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 436
Smallest extracted threshold: 0.10195136067232305
Largest extracted threshold: 75.93613757557299
Investigating lambda[j=18][2]...
# extracted thresholds: 587
Smallest extracted threshold: -686.3559591627322
Largest extracted threshold: 317.69609708363527
Keeping thresholds for lambda[j=18][3] from previous step.
Investigating lambda[j=18][4]...
# extracted thresholds: 597
Smallest extracted threshold: -123.26091953251257
Largest extracted threshold: 446.89834030254735
Investigating lambda[j=18][5]...
# extracted thresholds: 392
Smallest extracted threshold: -26.966485581288328
Largest extracted threshold: 23.026081547036963
Processing merged stats file; extracting SS for 1609 candidates of interest.
(*_all: 5834)
*** Changing lambda[j=18][1] from 1.3337 (BLEU: 0.5631) to 1.2921 (BLEU: 0.5635) ***
*** Old lambda[j=18]: {1.3337325079222806, 0.008941979020198554, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
*** New lambda[j=18]: {1.2920997245720962, 0.008941979020198554, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
Keeping thresholds for lambda[j=18][1] from previous step.
Investigating lambda[j=18][2]...
# extracted thresholds: 589
Smallest extracted threshold: -656.6856622285056
Largest extracted threshold: 314.70894487826024
Investigating lambda[j=18][3]...
# extracted thresholds: 567
Smallest extracted threshold: -524.7988452481295
Largest extracted threshold: 138.59173990390988
Investigating lambda[j=18][4]...
# extracted thresholds: 599
Smallest extracted threshold: -157.4275570685621
Largest extracted threshold: 446.32380789231536
Investigating lambda[j=18][5]...
# extracted thresholds: 396
Smallest extracted threshold: -25.80326177736127
Largest extracted threshold: 22.49978574096187
Processing merged stats file; extracting SS for 1782 candidates of interest.
(*_all: 5834)
*** Changing lambda[j=18][2] from 0.0089 (BLEU: 0.5635) to -0.0690 (BLEU: 0.5636) ***
*** Old lambda[j=18]: {1.2920997245720962, 0.008941979020198554, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
*** New lambda[j=18]: {1.2920997245720962, -0.06895066402988415, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 426
Smallest extracted threshold: 0.10312481055729156
Largest extracted threshold: 77.81668852921048
Keeping thresholds for lambda[j=18][2] from previous step.
Investigating lambda[j=18][3]...
# extracted thresholds: 564
Smallest extracted threshold: -549.4453757198917
Largest extracted threshold: 138.59173990390988
Investigating lambda[j=18][4]...
# extracted thresholds: 592
Smallest extracted threshold: -148.26218940300282
Largest extracted threshold: 468.3985829327049
Investigating lambda[j=18][5]...
# extracted thresholds: 393
Smallest extracted threshold: -26.793072667732673
Largest extracted threshold: 22.67884928820344
Processing merged stats file; extracting SS for 1458 candidates of interest.
(*_all: 5835)
*** Not changing any weight in lambda[j=18] ***
*** lambda[j=18]: {1.2920997245720962, -0.06895066402988415, 1.2692196364770751, -0.6879635887205422, -0.4562328727076199} ***
Final lambda[j=18]: {1.0, -0.053363268112078956, 0.9822923202753577, -0.5324384609310049, -0.35309416450708575}
(Final BLEU[j=18]: 0.5636343383415321)
+++ Optimization of lambda[j=19] starting @ Fri May 08 13:23:32 EDT 2009 +++
Initial lambda[j=19]: {0.9469840514303018, -0.31813212829530024, -0.8902810703729489, -0.6553233823661633, -4.737163562310524}
(Initial BLEU[j=19]: 0.5422180388140838)
Investigating lambda[j=19][1]...
# extracted thresholds: 276
Smallest extracted threshold: 0.11007817988726094
Largest extracted threshold: 275.88756423060477
Investigating lambda[j=19][2]...
# extracted thresholds: 576
Smallest extracted threshold: -2162.745344818826
Largest extracted threshold: 411.41380720504804
Investigating lambda[j=19][3]...
# extracted thresholds: 530
Smallest extracted threshold: -662.3000680816872
Largest extracted threshold: 332.0736062759642
Investigating lambda[j=19][4]...
# extracted thresholds: 533
Smallest extracted threshold: -745.3063163261211
Largest extracted threshold: 1012.1325875069072
Investigating lambda[j=19][5]...
# extracted thresholds: 358
Smallest extracted threshold: -43.47627685595187
Largest extracted threshold: 29.494590586521507
Processing merged stats file; extracting SS for 1590 candidates of interest.
(*_all: 5841)
*** Changing lambda[j=19][1] from 0.9470 (BLEU: 0.5422) to 1.5169 (BLEU: 0.5490) ***
*** Old lambda[j=19]: {0.9469840514303018, -0.31813212829530024, -0.8902810703729489, -0.6553233823661633, -4.737163562310524} ***
*** New lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.8902810703729489, -0.6553233823661633, -4.737163562310524} ***
Keeping thresholds for lambda[j=19][1] from previous step.
Investigating lambda[j=19][2]...
# extracted thresholds: 570
Smallest extracted threshold: -1760.931765716212
Largest extracted threshold: 452.307600539154
Investigating lambda[j=19][3]...
# extracted thresholds: 536
Smallest extracted threshold: -856.2249904779129
Largest extracted threshold: 262.31192956388094
Investigating lambda[j=19][4]...
# extracted thresholds: 543
Smallest extracted threshold: -560.9850234445511
Largest extracted threshold: 1507.075725226001
Investigating lambda[j=19][5]...
# extracted thresholds: 367
Smallest extracted threshold: -59.40068598164018
Largest extracted threshold: 39.429289171036785
Processing merged stats file; extracting SS for 1582 candidates of interest.
(*_all: 5841)
*** Changing lambda[j=19][3] from -0.8903 (BLEU: 0.5490) to -0.4154 (BLEU: 0.5534) ***
*** Old lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.8902810703729489, -0.6553233823661633, -4.737163562310524} ***
*** New lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.6553233823661633, -4.737163562310524} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 313
Smallest extracted threshold: 0.12130511108525817
Largest extracted threshold: 223.22959938377753
Investigating lambda[j=19][2]...
# extracted thresholds: 585
Smallest extracted threshold: -1650.2731348863995
Largest extracted threshold: 475.312010113431
Keeping thresholds for lambda[j=19][3] from previous step.
Investigating lambda[j=19][4]...
# extracted thresholds: 553
Smallest extracted threshold: -438.54813491294266
Largest extracted threshold: 1191.3424300521694
Investigating lambda[j=19][5]...
# extracted thresholds: 371
Smallest extracted threshold: -54.27056927776812
Largest extracted threshold: 36.760271542891736
Processing merged stats file; extracting SS for 1351 candidates of interest.
(*_all: 5842)
*** Changing lambda[j=19][4] from -0.6553 (BLEU: 0.5534) to -0.7526 (BLEU: 0.5546) ***
*** Old lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.6553233823661633, -4.737163562310524} ***
*** New lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.7526017433210046, -4.737163562310524} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 310
Smallest extracted threshold: 0.10380214578661745
Largest extracted threshold: 233.06166229456738
Investigating lambda[j=19][2]...
# extracted thresholds: 585
Smallest extracted threshold: -1733.737968585847
Largest extracted threshold: 494.5062467093331
Investigating lambda[j=19][3]...
# extracted thresholds: 537
Smallest extracted threshold: -866.3338334871354
Largest extracted threshold: 263.40144720657173
Keeping thresholds for lambda[j=19][4] from previous step.
Investigating lambda[j=19][5]...
# extracted thresholds: 374
Smallest extracted threshold: -54.76906484173944
Largest extracted threshold: 37.41768498224784
Processing merged stats file; extracting SS for 1416 candidates of interest.
(*_all: 5842)
*** Changing lambda[j=19][5] from -4.7372 (BLEU: 0.5546) to -4.7021 (BLEU: 0.5557) ***
*** Old lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.7526017433210046, -4.737163562310524} ***
*** New lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.7526017433210046, -4.702099078425794} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 310
Smallest extracted threshold: 0.10380214578661745
Largest extracted threshold: 231.97466329414158
Investigating lambda[j=19][2]...
# extracted thresholds: 582
Smallest extracted threshold: -1718.4849180959507
Largest extracted threshold: 492.60180692834376
Investigating lambda[j=19][3]...
# extracted thresholds: 541
Smallest extracted threshold: -865.0656679866383
Largest extracted threshold: 260.3578500053804
Investigating lambda[j=19][4]...
# extracted thresholds: 554
Smallest extracted threshold: -432.4539276137764
Largest extracted threshold: 1194.386027253363
Keeping thresholds for lambda[j=19][5] from previous step.
Processing merged stats file; extracting SS for 1559 candidates of interest.
(*_all: 5842)
*** Not changing any weight in lambda[j=19] ***
*** lambda[j=19]: {1.5169323905816083, -0.31813212829530024, -0.4153513243233581, -0.7526017433210046, -4.702099078425794} ***
Final lambda[j=19]: {1.0, -0.20972070361904854, -0.27381004381092283, -0.49613400570374067, -3.0997420238504887}
(Final BLEU[j=19]: 0.5557245923223458)
+++ Optimization of lambda[j=20] starting @ Fri May 08 13:23:32 EDT 2009 +++
Initial lambda[j=20]: {0.6422245966056036, 0.2987710693358505, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036}
(Initial BLEU[j=20]: 0.5452397218810773)
Investigating lambda[j=20][1]...
# extracted thresholds: 350
Smallest extracted threshold: 0.11608330166098607
Largest extracted threshold: 202.8114956044557
Investigating lambda[j=20][2]...
# extracted thresholds: 586
Smallest extracted threshold: -450.57944493652644
Largest extracted threshold: 235.79293481771643
Investigating lambda[j=20][3]...
# extracted thresholds: 533
Smallest extracted threshold: -226.44791316413807
Largest extracted threshold: 60.68611733078231
Investigating lambda[j=20][4]...
# extracted thresholds: 563
Smallest extracted threshold: -47.943839797312755
Largest extracted threshold: 472.2946940933051
Investigating lambda[j=20][5]...
# extracted thresholds: 363
Smallest extracted threshold: -17.762712586453926
Largest extracted threshold: 12.86448360645467
Processing merged stats file; extracting SS for 1668 candidates of interest.
(*_all: 5853)
*** Changing lambda[j=20][2] from 0.2988 (BLEU: 0.5452) to -0.0885 (BLEU: 0.5571) ***
*** Old lambda[j=20]: {0.6422245966056036, 0.2987710693358505, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036} ***
*** New lambda[j=20]: {0.6422245966056036, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 320
Smallest extracted threshold: 0.10288289922762374
Largest extracted threshold: 116.94759295763853
Keeping thresholds for lambda[j=20][2] from previous step.
Investigating lambda[j=20][3]...
# extracted thresholds: 547
Smallest extracted threshold: -348.9757727784617
Largest extracted threshold: 76.8843751371005
Investigating lambda[j=20][4]...
# extracted thresholds: 560
Smallest extracted threshold: -63.06217064516974
Largest extracted threshold: 483.3696378435408
Investigating lambda[j=20][5]...
# extracted thresholds: 371
Smallest extracted threshold: -22.68346238363569
Largest extracted threshold: 17.416689293707122
Processing merged stats file; extracting SS for 1273 candidates of interest.
(*_all: 5853)
*** Changing lambda[j=20][1] from 0.6422 (BLEU: 0.5571) to 0.8976 (BLEU: 0.5590) ***
*** Old lambda[j=20]: {0.6422245966056036, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036} ***
*** New lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036} ***
Keeping thresholds for lambda[j=20][1] from previous step.
Investigating lambda[j=20][2]...
# extracted thresholds: 583
Smallest extracted threshold: -270.55212129716284
Largest extracted threshold: 254.11486456394894
Investigating lambda[j=20][3]...
# extracted thresholds: 565
Smallest extracted threshold: -435.86130025101085
Largest extracted threshold: 92.64968584955473
Investigating lambda[j=20][4]...
# extracted thresholds: 559
Smallest extracted threshold: -90.03434945277695
Largest extracted threshold: 705.1224433018201
Investigating lambda[j=20][5]...
# extracted thresholds: 369
Smallest extracted threshold: -29.818185808957736
Largest extracted threshold: 21.831033320209393
Processing merged stats file; extracting SS for 1651 candidates of interest.
(*_all: 5854)
*** Changing lambda[j=20][5] from -0.5051 (BLEU: 0.5590) to -0.4578 (BLEU: 0.5595) ***
*** Old lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.5051143969442036} ***
*** New lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.45780571576894036} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 317
Smallest extracted threshold: 0.10053743534990435
Largest extracted threshold: 116.94759295763795
Investigating lambda[j=20][2]...
# extracted thresholds: 582
Smallest extracted threshold: -249.97284498587285
Largest extracted threshold: 251.54541181761746
Investigating lambda[j=20][3]...
# extracted thresholds: 562
Smallest extracted threshold: -434.1503029485053
Largest extracted threshold: 92.16082947741072
Investigating lambda[j=20][4]...
# extracted thresholds: 559
Smallest extracted threshold: -90.67646623997875
Largest extracted threshold: 709.2288368278337
Keeping thresholds for lambda[j=20][5] from previous step.
Processing merged stats file; extracting SS for 1587 candidates of interest.
(*_all: 5854)
*** Changing lambda[j=20][3] from 0.0497 (BLEU: 0.5595) to 0.0235 (BLEU: 0.5598) ***
*** Old lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.04967563682511078, -0.8102534338600764, -0.45780571576894036} ***
*** New lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.023496001003160124, -0.8102534338600764, -0.45780571576894036} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 312
Smallest extracted threshold: 0.10242446135146553
Largest extracted threshold: 120.06296962045008
Investigating lambda[j=20][2]...
# extracted thresholds: 582
Smallest extracted threshold: -256.07270013240316
Largest extracted threshold: 250.27733570749166
Keeping thresholds for lambda[j=20][3] from previous step.
Investigating lambda[j=20][4]...
# extracted thresholds: 559
Smallest extracted threshold: -91.39886056594052
Largest extracted threshold: 726.63305872227
Investigating lambda[j=20][5]...
# extracted thresholds: 369
Smallest extracted threshold: -30.10097413322801
Largest extracted threshold: 21.978158047789446
Processing merged stats file; extracting SS for 1338 candidates of interest.
(*_all: 5854)
*** Not changing any weight in lambda[j=20] ***
*** lambda[j=20]: {0.897582502476441, -0.08846472612686784, 0.023496001003160124, -0.8102534338600764, -0.45780571576894036} ***
Final lambda[j=20]: {0.9999999999999999, -0.09855887997236197, 0.026176981991442982, -0.9027063602783892, -0.510043048417108}
(Final BLEU[j=20]: 0.5597585307056033)
Best final lambda is lambda[j=18] (BLEU: 0.5636).
--- Z-MERT iteration #1 ending @ Fri May 08 13:23:32 EDT 2009 ---
Next iteration will decode with lambda: {1.0, -0.053363268112078956, 0.9822923202753577, -0.5324384609310049, -0.35309416450708575}
--- Starting Z-MERT iteration #2 @ Fri May 08 13:23:32 EDT 2009 ---
Redecoding using weight vector {1.0, -0.053363268112078956, 0.9822923202753577, -0.5324384609310049, -0.35309416450708575}
Running external decoder...
...finished decoding @ Fri May 08 13:25:38 EDT 2009
Reading candidate translations from iterations 1-2
Processed 56279 distinct candidates (about 562 per sentence):
newCandidatesAdded[it=1] = 28100 (about 281 per sentence)
newCandidatesAdded[it=2] = 28179 (about 281 per sentence)
+++ Optimization of lambda[j=1] starting @ Fri May 08 13:25:50 EDT 2009 +++
Initial lambda[j=1]: {1.0, -0.053363268112078956, 0.9822923202753577, -0.5324384609310049, -0.35309416450708575}
(Initial BLEU[j=1]: 0.47812634380660307)
Investigating lambda[j=1][1]...
# extracted thresholds: 618
Smallest extracted threshold: 0.1783095681412082
Largest extracted threshold: 60.22498654659355
Investigating lambda[j=1][2]...
# extracted thresholds: 941
Smallest extracted threshold: -33.57693158815887
Largest extracted threshold: 243.56397489557713
Investigating lambda[j=1][3]...
# extracted thresholds: 646
Smallest extracted threshold: -425.23449643320106
Largest extracted threshold: 107.26086947337203
Investigating lambda[j=1][4]...
# extracted thresholds: 846
Smallest extracted threshold: -7.717866519445188
Largest extracted threshold: 362.50962214841724
Investigating lambda[j=1][5]...
# extracted thresholds: 571
Smallest extracted threshold: -9.779834448000283
Largest extracted threshold: 19.022162542894137
Processing merged stats file; extracting SS for 2661 candidates of interest.
(*_all: 7378)
*** Changing lambda[j=1][4] from -0.5324 (BLEU: 0.4781) to 0.0507 (BLEU: 0.5593) ***
*** Old lambda[j=1]: {1.0, -0.053363268112078956, 0.9822923202753577, -0.5324384609310049, -0.35309416450708575} ***
*** New lambda[j=1]: {1.0, -0.053363268112078956, 0.9822923202753577, 0.05074621934390662, -0.35309416450708575} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 488
Smallest extracted threshold: 0.10084613917861383
Largest extracted threshold: 60.42757883117633
Investigating lambda[j=1][2]...
# extracted thresholds: 940
Smallest extracted threshold: -40.15755864856211
Largest extracted threshold: 128.4943476688337
Investigating lambda[j=1][3]...
# extracted thresholds: 596
Smallest extracted threshold: -364.6318884079691
Largest extracted threshold: 93.03809454164394
Keeping thresholds for lambda[j=1][4] from previous step.
Investigating lambda[j=1][5]...
# extracted thresholds: 583
Smallest extracted threshold: -14.120423404517027
Largest extracted threshold: 16.411037229395948
Processing merged stats file; extracting SS for 2154 candidates of interest.
(*_all: 7937)
*** Changing lambda[j=1][2] from -0.0534 (BLEU: 0.5593) to -0.0420 (BLEU: 0.5603) ***
*** Old lambda[j=1]: {1.0, -0.053363268112078956, 0.9822923202753577, 0.05074621934390662, -0.35309416450708575} ***
*** New lambda[j=1]: {1.0, -0.04196586025824798, 0.9822923202753577, 0.05074621934390662, -0.35309416450708575} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 478
Smallest extracted threshold: 0.10361333183392948
Largest extracted threshold: 62.76784657716305
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 596
Smallest extracted threshold: -361.0255586062187
Largest extracted threshold: 94.64094999948767
Investigating lambda[j=1][4]...
# extracted thresholds: 851
Smallest extracted threshold: -5.447046978648485
Largest extracted threshold: 359.2795967626436
Investigating lambda[j=1][5]...
# extracted thresholds: 592
Smallest extracted threshold: -14.164991199366192
Largest extracted threshold: 16.384836291800934
Processing merged stats file; extracting SS for 1997 candidates of interest.
(*_all: 7956)
*** Changing lambda[j=1][5] from -0.3531 (BLEU: 0.5603) to -0.7701 (BLEU: 0.5638) ***
*** Old lambda[j=1]: {1.0, -0.04196586025824798, 0.9822923202753577, 0.05074621934390662, -0.35309416450708575} ***
*** New lambda[j=1]: {1.0, -0.04196586025824798, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 538
Smallest extracted threshold: 0.10009262483981335
Largest extracted threshold: 62.76784657716305
Investigating lambda[j=1][2]...
# extracted thresholds: 921
Smallest extracted threshold: -35.57012719911367
Largest extracted threshold: 151.1447904504851
Investigating lambda[j=1][3]...
# extracted thresholds: 606
Smallest extracted threshold: -376.108477159707
Largest extracted threshold: 88.60778257809187
Investigating lambda[j=1][4]...
# extracted thresholds: 876
Smallest extracted threshold: -76.30966037972108
Largest extracted threshold: 359.2795967626436
Keeping thresholds for lambda[j=1][5] from previous step.
Processing merged stats file; extracting SS for 2495 candidates of interest.
(*_all: 8086)
*** Changing lambda[j=1][2] from -0.0420 (BLEU: 0.5638) to -0.0292 (BLEU: 0.5652) ***
*** Old lambda[j=1]: {1.0, -0.04196586025824798, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
*** New lambda[j=1]: {1.0, -0.029239698341055442, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 531
Smallest extracted threshold: 0.10150402852329782
Largest extracted threshold: 65.38095182415886
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 601
Smallest extracted threshold: -372.0817074264088
Largest extracted threshold: 90.39750514904647
Investigating lambda[j=1][4]...
# extracted thresholds: 870
Smallest extracted threshold: -80.14023511680993
Largest extracted threshold: 355.6730024753092
Investigating lambda[j=1][5]...
# extracted thresholds: 589
Smallest extracted threshold: -14.214754880794146
Largest extracted threshold: 16.355580747163707
Processing merged stats file; extracting SS for 2047 candidates of interest.
(*_all: 8101)
*** Changing lambda[j=1][1] from 1.0000 (BLEU: 0.5652) to 0.9289 (BLEU: 0.5667) ***
*** Old lambda[j=1]: {1.0, -0.029239698341055442, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
*** New lambda[j=1]: {0.9288618072326444, -0.029239698341055442, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
Keeping thresholds for lambda[j=1][1] from previous step.
Investigating lambda[j=1][2]...
# extracted thresholds: 918
Smallest extracted threshold: -32.99564500769745
Largest extracted threshold: 146.0406251194276
Investigating lambda[j=1][3]...
# extracted thresholds: 601
Smallest extracted threshold: -347.87693733731635
Largest extracted threshold: 82.98253418959564
Investigating lambda[j=1][4]...
# extracted thresholds: 868
Smallest extracted threshold: -90.34856577894341
Largest extracted threshold: 354.69129541512103
Investigating lambda[j=1][5]...
# extracted thresholds: 585
Smallest extracted threshold: -13.77337101348582
Largest extracted threshold: 15.456295868939137
Processing merged stats file; extracting SS for 2574 candidates of interest.
(*_all: 8153)
*** Changing lambda[j=1][2] from -0.0292 (BLEU: 0.5667) to -0.0205 (BLEU: 0.5688) ***
*** Old lambda[j=1]: {0.9288618072326444, -0.029239698341055442, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
*** New lambda[j=1]: {0.9288618072326444, -0.020481099484637784, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 529
Smallest extracted threshold: 0.10439041957151546
Largest extracted threshold: 67.17938412267662
Keeping thresholds for lambda[j=1][2] from previous step.
Investigating lambda[j=1][3]...
# extracted thresholds: 596
Smallest extracted threshold: -345.1055706824994
Largest extracted threshold: 84.21428514210312
Investigating lambda[j=1][4]...
# extracted thresholds: 873
Smallest extracted threshold: -92.98490403473991
Largest extracted threshold: 352.209108499213
Investigating lambda[j=1][5]...
# extracted thresholds: 587
Smallest extracted threshold: -13.807620155220988
Largest extracted threshold: 15.436161158924385
Processing merged stats file; extracting SS for 2033 candidates of interest.
(*_all: 8160)
*** Changing lambda[j=1][5] from -0.7701 (BLEU: 0.5688) to -0.8095 (BLEU: 0.5698) ***
*** Old lambda[j=1]: {0.9288618072326444, -0.020481099484637784, 0.9822923202753577, 0.05074621934390662, -0.7701333871842102} ***
*** New lambda[j=1]: {0.9288618072326444, -0.020481099484637784, 0.9822923202753577, 0.05074621934390662, -0.809514789876197} ***
Investigating lambda[j=1][1]...
# extracted thresholds: 537
Smallest extracted threshold: 0.10079482139073812
Largest extracted threshold: 67.17938412267722
Investigating lambda[j=1][2]...
# extracted thresholds: 924
Smallest extracted threshold: -32.56244957808558
Largest extracted threshold: 148.17952755313598
Investigating lambda[j=1][3]...
# extracted thresholds: 600
Smallest extracted threshold: -346.5298647465264
Largest extracted threshold: 83.64456751649237
Investigating lambda[j=1][4]...
# extracted thresholds: 876
Smallest extracted threshold: -101.53066841892625
Largest extracted threshold: 352.20910849921444
Keeping thresholds for lambda[j=1][5] from previous step.
Processing merged stats file; extracting SS for 2482 candidates of interest.
(*_all: 8164)
*** Not changing any weight in lambda[j=1] ***
*** lambda[j=1]: {0.9288618072326444, -0.020481099484637784, 0.9822923202753577, 0.05074621934390662, -0.809514789876197} ***
Final lambda[j=1]: {0.9999999999999999, -0.02204967340153329, 1.0575225643111525, 0.05463269019004527, -0.8715126228388937}
(Final BLEU[j=1]: 0.5698320114284839)
+++ Optimization of lambda[j=2] starting @ Fri May 08 13:25:51 EDT 2009 +++
Initial lambda[j=2]: {1.034641624953808, -0.058462516341829085, -0.9942738625688385, -0.20313124560330298, -4.617851513847268}
(Initial BLEU[j=2]: 0.42720841566060785)
Investigating lambda[j=2][1]...
# extracted thresholds: 421
Smallest extracted threshold: 0.10307403910639215
Largest extracted threshold: 328.3174320899997
Investigating lambda[j=2][2]...
# extracted thresholds: 727
Smallest extracted threshold: -130.92704662308495
Largest extracted threshold: 326.45818159002687
Investigating lambda[j=2][3]...
# extracted thresholds: 601
Smallest extracted threshold: -558.6563457927579
Largest extracted threshold: 366.15160427513194
Investigating lambda[j=2][4]...
# extracted thresholds: 675
Smallest extracted threshold: -769.8862760460622
Largest extracted threshold: 1160.3185675113173
Investigating lambda[j=2][5]...
# extracted thresholds: 455
Smallest extracted threshold: -20.127461053956353
Largest extracted threshold: 25.648579386427798
Processing merged stats file; extracting SS for 2003 candidates of interest.
(*_all: 8555)
*** Changing lambda[j=2][1] from 1.0346 (BLEU: 0.4272) to 7.3197 (BLEU: 0.5400) ***
*** Old lambda[j=2]: {1.034641624953808, -0.058462516341829085, -0.9942738625688385, -0.20313124560330298, -4.617851513847268} ***
*** New lambda[j=2]: {7.319673647798849, -0.058462516341829085, -0.9942738625688385, -0.20313124560330298, -4.617851513847268} ***
Keeping thresholds for lambda[j=2][1] from previous step.
Investigating lambda[j=2][2]...
# extracted thresholds: 817
Smallest extracted threshold: -281.3490669593953
Largest extracted threshold: 2698.1599084962904
Investigating lambda[j=2][3]...
# extracted thresholds: 593
Smallest extracted threshold: -2697.1384915657068
Largest extracted threshold: 682.2531533131996
Investigating lambda[j=2][4]...
# extracted thresholds: 685
Smallest extracted threshold: -275.93679518588124
Largest extracted threshold: 6618.240376151037
Investigating lambda[j=2][5]...
# extracted thresholds: 492
Smallest extracted threshold: -116.33566193129465
Largest extracted threshold: 135.2021905680473
Processing merged stats file; extracting SS for 2162 candidates of interest.
(*_all: 8711)
*** Changing lambda[j=2][3] from -0.9943 (BLEU: 0.5400) to 7.5812 (BLEU: 0.5658) ***
*** Old lambda[j=2]: {7.319673647798849, -0.058462516341829085, -0.9942738625688385, -0.20313124560330298, -4.617851513847268} ***
*** New lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.581238749067385, -0.20313124560330298, -4.617851513847268} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 579
Smallest extracted threshold: 0.1586007411674217
Largest extracted threshold: 423.74690702084956
Investigating lambda[j=2][2]...
# extracted thresholds: 933
Smallest extracted threshold: -231.78561205089036
Largest extracted threshold: 1183.2902303814476
Keeping thresholds for lambda[j=2][3] from previous step.
Investigating lambda[j=2][4]...
# extracted thresholds: 873
Smallest extracted threshold: -438.25576944078466
Largest extracted threshold: 2692.168452653766
Investigating lambda[j=2][5]...
# extracted thresholds: 586
Smallest extracted threshold: -99.8478244305414
Largest extracted threshold: 121.97583374781368
Processing merged stats file; extracting SS for 2528 candidates of interest.
(*_all: 8747)
*** Changing lambda[j=2][5] from -4.6179 (BLEU: 0.5658) to -3.9357 (BLEU: 0.5676) ***
*** Old lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.581238749067385, -0.20313124560330298, -4.617851513847268} ***
*** New lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.581238749067385, -0.20313124560330298, -3.9356762237717695} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 582
Smallest extracted threshold: 0.1056366788146209
Largest extracted threshold: 423.74690702084956
Investigating lambda[j=2][2]...
# extracted thresholds: 924
Smallest extracted threshold: -239.2895402417228
Largest extracted threshold: 1146.2395849392228
Investigating lambda[j=2][3]...
# extracted thresholds: 597
Smallest extracted threshold: -2672.466485241309
Largest extracted threshold: 692.1219558429585
Investigating lambda[j=2][4]...
# extracted thresholds: 863
Smallest extracted threshold: -290.2237314941032
Largest extracted threshold: 2692.168452653766
Keeping thresholds for lambda[j=2][5] from previous step.
Processing merged stats file; extracting SS for 2506 candidates of interest.
(*_all: 8754)
*** Changing lambda[j=2][3] from 7.5812 (BLEU: 0.5676) to 7.6990 (BLEU: 0.5678) ***
*** Old lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.581238749067385, -0.20313124560330298, -3.9356762237717695} ***
*** New lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.698962107359879, -0.20313124560330298, -3.9356762237717695} ***
Investigating lambda[j=2][1]...
# extracted thresholds: 583
Smallest extracted threshold: 0.12906298249400788
Largest extracted threshold: 431.12423747384105
Investigating lambda[j=2][2]...
# extracted thresholds: 926
Smallest extracted threshold: -239.79172722583118
Largest extracted threshold: 1151.9418101065166
Keeping thresholds for lambda[j=2][3] from previous step.
Investigating lambda[j=2][4]...
# extracted thresholds: 855
Smallest extracted threshold: -298.0523348205804
Largest extracted threshold: 2732.147305129893
Investigating lambda[j=2][5]...
# extracted thresholds: 588
Smallest extracted threshold: -99.8478244305414
Largest extracted threshold: 122.4248062797843
Processing merged stats file; extracting SS for 2536 candidates of interest.
(*_all: 8756)
*** Not changing any weight in lambda[j=2] ***
*** lambda[j=2]: {7.319673647798849, -0.058462516341829085, 7.698962107359879, -0.20313124560330298, -3.9356762237717695} ***
Final lambda[j=2]: {0.9999999999999999, -0.007987038651567444, 1.0518176735482037, -0.027751407422978207, -0.5376846582436492}
(Final BLEU[j=2]: 0.5677778613520025)
+++ Optimization of lambda[j=3] starting @ Fri May 08 13:25:51 EDT 2009 +++
Initial lambda[j=3]: {1.0047687881624827, 0.23615811179681767, 0.363918230362283, 0.9078017864669254, -4.922096369612553}
(Initial BLEU[j=3]: 0.5365937148347238)
Investigating lambda[j=3][1]...
# extracted thresholds: 446
Smallest extracted threshold: 0.10196066016633662
Largest extracted threshold: 247.10762070406815
Investigating lambda[j=3][2]...
# extracted thresholds: 887
Smallest extracted threshold: -52.33779993997803
Largest extracted threshold: 177.93016891615727
Investigating lambda[j=3][3]...
# extracted thresholds: 609
Smallest extracted threshold: -350.82830068852854
Largest extracted threshold: 250.01707709697578
Investigating lambda[j=3][4]...
# extracted thresholds: 775
Smallest extracted threshold: -1019.1947450769184
Largest extracted threshold: 196.61628921573356
Investigating lambda[j=3][5]...
# extracted thresholds: 533
Smallest extracted threshold: -31.287000061140372
Largest extracted threshold: 11.770727536083571
Processing merged stats file; extracting SS for 2494 candidates of interest.
(*_all: 9039)
*** Changing lambda[j=3][1] from 1.0048 (BLEU: 0.5366) to 1.7072 (BLEU: 0.5488) ***
*** Old lambda[j=3]: {1.0047687881624827, 0.23615811179681767, 0.363918230362283, 0.9078017864669254, -4.922096369612553} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.9078017864669254, -4.922096369612553} ***
Keeping thresholds for lambda[j=3][1] from previous step.
Investigating lambda[j=3][2]...
# extracted thresholds: 888
Smallest extracted threshold: -75.59207797008305
Largest extracted threshold: 333.77809841029574
Investigating lambda[j=3][3]...
# extracted thresholds: 618
Smallest extracted threshold: -589.8445975991963
Largest extracted threshold: 248.4844096396633
Investigating lambda[j=3][4]...
# extracted thresholds: 751
Smallest extracted threshold: -918.3899291863627
Largest extracted threshold: 806.6434816838452
Investigating lambda[j=3][5]...
# extracted thresholds: 539
Smallest extracted threshold: -41.487238947602826
Largest extracted threshold: 20.950577268857046
Processing merged stats file; extracting SS for 2463 candidates of interest.
(*_all: 9136)
*** Changing lambda[j=3][4] from 0.9078 (BLEU: 0.5488) to 0.3564 (BLEU: 0.5565) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.9078017864669254, -4.922096369612553} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.35640901708186157, -4.922096369612553} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 495
Smallest extracted threshold: 0.11154732492458613
Largest extracted threshold: 140.32122103316524
Investigating lambda[j=3][2]...
# extracted thresholds: 864
Smallest extracted threshold: -61.67567637003492
Largest extracted threshold: 337.12926267060897
Investigating lambda[j=3][3]...
# extracted thresholds: 621
Smallest extracted threshold: -647.1434962177941
Largest extracted threshold: 261.06227325024935
Keeping thresholds for lambda[j=3][4] from previous step.
Investigating lambda[j=3][5]...
# extracted thresholds: 521
Smallest extracted threshold: -32.81487248718248
Largest extracted threshold: 23.038823288857337
Processing merged stats file; extracting SS for 2105 candidates of interest.
(*_all: 9191)
*** Changing lambda[j=3][5] from -4.9221 (BLEU: 0.5565) to -3.9922 (BLEU: 0.5573) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.35640901708186157, -4.922096369612553} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.35640901708186157, -3.992212893663682} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 479
Smallest extracted threshold: 0.10527268428627208
Largest extracted threshold: 140.32122103316524
Investigating lambda[j=3][2]...
# extracted thresholds: 880
Smallest extracted threshold: -61.67567637003492
Largest extracted threshold: 340.8479297796079
Investigating lambda[j=3][3]...
# extracted thresholds: 607
Smallest extracted threshold: -613.5127105043101
Largest extracted threshold: 224.37414338099143
Investigating lambda[j=3][4]...
# extracted thresholds: 746
Smallest extracted threshold: -716.6052149049879
Largest extracted threshold: 887.357367396223
Keeping thresholds for lambda[j=3][5] from previous step.
Processing merged stats file; extracting SS for 2414 candidates of interest.
(*_all: 9218)
*** Changing lambda[j=3][3] from 0.3639 (BLEU: 0.5573) to 0.6490 (BLEU: 0.5628) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.363918230362283, 0.35640901708186157, -3.992212893663682} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.35640901708186157, -3.992212893663682} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 504
Smallest extracted threshold: 0.10994945608225468
Largest extracted threshold: 158.18602549487017
Investigating lambda[j=3][2]...
# extracted thresholds: 916
Smallest extracted threshold: -54.91158454531752
Largest extracted threshold: 300.4333674381445
Keeping thresholds for lambda[j=3][3] from previous step.
Investigating lambda[j=3][4]...
# extracted thresholds: 779
Smallest extracted threshold: -735.5628132566868
Largest extracted threshold: 697.8383992130712
Investigating lambda[j=3][5]...
# extracted thresholds: 544
Smallest extracted threshold: -31.960299345035697
Largest extracted threshold: 22.816875076147
Processing merged stats file; extracting SS for 2270 candidates of interest.
(*_all: 9239)
*** Changing lambda[j=3][5] from -3.9922 (BLEU: 0.5628) to -3.9050 (BLEU: 0.5631) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.35640901708186157, -3.992212893663682} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.35640901708186157, -3.9049520815581333} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 502
Smallest extracted threshold: 0.10994945608225468
Largest extracted threshold: 158.18602549487017
Investigating lambda[j=3][2]...
# extracted thresholds: 917
Smallest extracted threshold: -54.911584545317844
Largest extracted threshold: 295.6940145806619
Investigating lambda[j=3][3]...
# extracted thresholds: 607
Smallest extracted threshold: -610.3567777998263
Largest extracted threshold: 220.9313077033724
Investigating lambda[j=3][4]...
# extracted thresholds: 781
Smallest extracted threshold: -716.6272170297323
Largest extracted threshold: 705.412637703834
Keeping thresholds for lambda[j=3][5] from previous step.
Processing merged stats file; extracting SS for 2463 candidates of interest.
(*_all: 9241)
*** Changing lambda[j=3][4] from 0.3564 (BLEU: 0.5631) to 0.3408 (BLEU: 0.5635) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.35640901708186157, -3.9049520815581333} ***
*** New lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.34080056245805423, -3.9049520815581333} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 503
Smallest extracted threshold: 0.10660315009829596
Largest extracted threshold: 155.16318811606018
Investigating lambda[j=3][2]...
# extracted thresholds: 918
Smallest extracted threshold: -54.517648434869265
Largest extracted threshold: 298.773757783622
Investigating lambda[j=3][3]...
# extracted thresholds: 602
Smallest extracted threshold: -611.9787563761504
Largest extracted threshold: 221.836598071553
Keeping thresholds for lambda[j=3][4] from previous step.
Investigating lambda[j=3][5]...
# extracted thresholds: 546
Smallest extracted threshold: -31.714807844431746
Largest extracted threshold: 22.847410236801846
Processing merged stats file; extracting SS for 2216 candidates of interest.
(*_all: 9241)
*** Changing lambda[j=3][1] from 1.7072 (BLEU: 0.5635) to 1.7121 (BLEU: 0.5643) ***
*** Old lambda[j=3]: {1.7072413727640363, 0.23615811179681767, 0.6489948973043937, 0.34080056245805423, -3.9049520815581333} ***
*** New lambda[j=3]: {1.7121426138694176, 0.23615811179681767, 0.6489948973043937, 0.34080056245805423, -3.9049520815581333} ***
Keeping thresholds for lambda[j=3][1] from previous step.
Investigating lambda[j=3][2]...
# extracted thresholds: 915
Smallest extracted threshold: -54.693675395250075
Largest extracted threshold: 299.1254218329333
Investigating lambda[j=3][3]...
# extracted thresholds: 604
Smallest extracted threshold: -613.6464036622554
Largest extracted threshold: 222.08789807004626
Investigating lambda[j=3][4]...
# extracted thresholds: 779
Smallest extracted threshold: -715.9238889311213
Largest extracted threshold: 709.6688754797489
Investigating lambda[j=3][5]...
# extracted thresholds: 545
Smallest extracted threshold: -31.79302442483696
Largest extracted threshold: 22.909368684706443
Processing merged stats file; extracting SS for 2444 candidates of interest.
(*_all: 9241)
*** Changing lambda[j=3][3] from 0.6490 (BLEU: 0.5643) to 0.6432 (BLEU: 0.5644) ***
*** Old lambda[j=3]: {1.7121426138694176, 0.23615811179681767, 0.6489948973043937, 0.34080056245805423, -3.9049520815581333} ***
*** New lambda[j=3]: {1.7121426138694176, 0.23615811179681767, 0.6431911414267096, 0.34080056245805423, -3.9049520815581333} ***
Investigating lambda[j=3][1]...
# extracted thresholds: 506
Smallest extracted threshold: 0.10660315009829596
Largest extracted threshold: 154.79948608105812
Investigating lambda[j=3][2]...
# extracted thresholds: 918
Smallest extracted threshold: -54.831382693802425
Largest extracted threshold: 298.8443024076079
Keeping thresholds for lambda[j=3][3] from previous step.
Investigating lambda[j=3][4]...
# extracted thresholds: 776
Smallest extracted threshold: -715.5379391652496
Largest extracted threshold: 713.5272123872368
Investigating lambda[j=3][5]...
# extracted thresholds: 546
Smallest extracted threshold: -31.810422319760654
Largest extracted threshold: 22.88723436056604
Processing merged stats file; extracting SS for 2269 candidates of interest.
(*_all: 9241)
*** Not changing any weight in lambda[j=3] ***
*** lambda[j=3]: {1.7121426138694176, 0.23615811179681767, 0.6431911414267096, 0.34080056245805423, -3.9049520815581333} ***
Final lambda[j=3]: {1.0, 0.13793133228727003, 0.3756644663922633, 0.19904916780725987, -2.280739962854495}
(Final BLEU[j=3]: 0.5644062134130237)
+++ Optimization of lambda[j=4] starting @ Fri May 08 13:25:52 EDT 2009 +++
Initial lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, 0.9171689966165535, -2.9476447301788182}
(Initial BLEU[j=4]: 0.521101094890802)
Investigating lambda[j=4][1]...
# extracted thresholds: 456
Smallest extracted threshold: 0.1018041942067064
Largest extracted threshold: 341.4157492182545
Investigating lambda[j=4][2]...
# extracted thresholds: 868
Smallest extracted threshold: -70.12409078392714
Largest extracted threshold: 267.68012543428085
Investigating lambda[j=4][3]...
# extracted thresholds: 619
Smallest extracted threshold: -379.08930416140015
Largest extracted threshold: 315.24826191519423
Investigating lambda[j=4][4]...
# extracted thresholds: 692
Smallest extracted threshold: -735.137689566792
Largest extracted threshold: 560.137199833938
Investigating lambda[j=4][5]...
# extracted thresholds: 511
Smallest extracted threshold: -39.421759767636026
Largest extracted threshold: 22.72920135987678
Processing merged stats file; extracting SS for 2557 candidates of interest.
(*_all: 9433)
*** Changing lambda[j=4][4] from 0.9172 (BLEU: 0.5211) to -0.1779 (BLEU: 0.5482) ***
*** Old lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, 0.9171689966165535, -2.9476447301788182} ***
*** New lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, -0.1778761092079984, -2.9476447301788182} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 447
Smallest extracted threshold: 0.10068324823973729
Largest extracted threshold: 271.6691118327398
Investigating lambda[j=4][2]...
# extracted thresholds: 810
Smallest extracted threshold: -58.71869786799388
Largest extracted threshold: 269.09485547610456
Investigating lambda[j=4][3]...
# extracted thresholds: 614
Smallest extracted threshold: -217.18952267076304
Largest extracted threshold: 250.9929977444721
Keeping thresholds for lambda[j=4][4] from previous step.
Investigating lambda[j=4][5]...
# extracted thresholds: 490
Smallest extracted threshold: -24.94665169432768
Largest extracted threshold: 12.884466303039538
Processing merged stats file; extracting SS for 2002 candidates of interest.
(*_all: 9471)
*** Changing lambda[j=4][5] from -2.9476 (BLEU: 0.5482) to -2.7555 (BLEU: 0.5495) ***
*** Old lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, -0.1778761092079984, -2.9476447301788182} ***
*** New lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 449
Smallest extracted threshold: 0.10068324823973729
Largest extracted threshold: 271.6691118327398
Investigating lambda[j=4][2]...
# extracted thresholds: 843
Smallest extracted threshold: -51.76832407725614
Largest extracted threshold: 258.6572837753822
Investigating lambda[j=4][3]...
# extracted thresholds: 619
Smallest extracted threshold: -210.23914888002528
Largest extracted threshold: 243.4107717909392
Investigating lambda[j=4][4]...
# extracted thresholds: 684
Smallest extracted threshold: -693.4354468222668
Largest extracted threshold: 576.8180969317153
Keeping thresholds for lambda[j=4][5] from previous step.
Processing merged stats file; extracting SS for 2229 candidates of interest.
(*_all: 9478)
*** Changing lambda[j=4][2] from 0.7840 (BLEU: 0.5495) to 0.5450 (BLEU: 0.5502) ***
*** Old lambda[j=4]: {0.99977066737648, 0.7840080810979453, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
*** New lambda[j=4]: {0.99977066737648, 0.545047524220144, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 449
Smallest extracted threshold: 0.10120448991870098
Largest extracted threshold: 192.51342736706354
Keeping thresholds for lambda[j=4][2] from previous step.
Investigating lambda[j=4][3]...
# extracted thresholds: 591
Smallest extracted threshold: -285.85025175210694
Largest extracted threshold: 200.74545054475425
Investigating lambda[j=4][4]...
# extracted thresholds: 676
Smallest extracted threshold: -621.5083192018856
Largest extracted threshold: 583.6523688584203
Investigating lambda[j=4][5]...
# extracted thresholds: 477
Smallest extracted threshold: -19.82074586249965
Largest extracted threshold: 13.433800916551725
Processing merged stats file; extracting SS for 1731 candidates of interest.
(*_all: 9492)
*** Changing lambda[j=4][1] from 0.9998 (BLEU: 0.5502) to 1.0706 (BLEU: 0.5526) ***
*** Old lambda[j=4]: {0.99977066737648, 0.545047524220144, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
*** New lambda[j=4]: {1.0705970723790095, 0.545047524220144, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
Keeping thresholds for lambda[j=4][1] from previous step.
Investigating lambda[j=4][2]...
# extracted thresholds: 863
Smallest extracted threshold: -46.609800912905314
Largest extracted threshold: 263.73907833431366
Investigating lambda[j=4][3]...
# extracted thresholds: 608
Smallest extracted threshold: -309.9489360542165
Largest extracted threshold: 200.5909202065666
Investigating lambda[j=4][4]...
# extracted thresholds: 689
Smallest extracted threshold: -611.344730083996
Largest extracted threshold: 645.1580189626303
Investigating lambda[j=4][5]...
# extracted thresholds: 477
Smallest extracted threshold: -20.547559685263696
Largest extracted threshold: 14.455980619093976
Processing merged stats file; extracting SS for 2217 candidates of interest.
(*_all: 9502)
*** Changing lambda[j=4][2] from 0.5450 (BLEU: 0.5526) to 0.4463 (BLEU: 0.5539) ***
*** Old lambda[j=4]: {1.0705970723790095, 0.545047524220144, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
*** New lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 426
Smallest extracted threshold: 0.1003953061857488
Largest extracted threshold: 159.80084020723962
Keeping thresholds for lambda[j=4][2] from previous step.
Investigating lambda[j=4][3]...
# extracted thresholds: 599
Smallest extracted threshold: -341.1966576758511
Largest extracted threshold: 182.958667395046
Investigating lambda[j=4][4]...
# extracted thresholds: 690
Smallest extracted threshold: -581.6194810722434
Largest extracted threshold: 647.9824113936412
Investigating lambda[j=4][5]...
# extracted thresholds: 472
Smallest extracted threshold: -18.429181928459144
Largest extracted threshold: 14.68300356186467
Processing merged stats file; extracting SS for 1709 candidates of interest.
(*_all: 9516)
*** Changing lambda[j=4][4] from -0.1779 (BLEU: 0.5539) to -0.1620 (BLEU: 0.5555) ***
*** Old lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.044803631192817495, -0.1778761092079984, -2.7554684963335276} ***
*** New lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.044803631192817495, -0.16197521863235043, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 437
Smallest extracted threshold: 0.10129514343570609
Largest extracted threshold: 157.45148362468996
Investigating lambda[j=4][2]...
# extracted thresholds: 869
Smallest extracted threshold: -44.62586791021943
Largest extracted threshold: 260.60163386260604
Investigating lambda[j=4][3]...
# extracted thresholds: 600
Smallest extracted threshold: -339.54429013019745
Largest extracted threshold: 183.23621021236667
Keeping thresholds for lambda[j=4][4] from previous step.
Investigating lambda[j=4][5]...
# extracted thresholds: 475
Smallest extracted threshold: -18.621055117271748
Largest extracted threshold: 14.647582957340985
Processing merged stats file; extracting SS for 2023 candidates of interest.
(*_all: 9516)
*** Changing lambda[j=4][3] from 0.0448 (BLEU: 0.5555) to 0.1661 (BLEU: 0.5563) ***
*** Old lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.044803631192817495, -0.16197521863235043, -2.7554684963335276} ***
*** New lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 455
Smallest extracted threshold: 0.10167280363469441
Largest extracted threshold: 118.70931737701498
Investigating lambda[j=4][2]...
# extracted thresholds: 861
Smallest extracted threshold: -43.08694184146958
Largest extracted threshold: 266.475103902118
Keeping thresholds for lambda[j=4][3] from previous step.
Investigating lambda[j=4][4]...
# extracted thresholds: 702
Smallest extracted threshold: -589.6831870361895
Largest extracted threshold: 567.3696035016496
Investigating lambda[j=4][5]...
# extracted thresholds: 483
Smallest extracted threshold: -18.663989278127456
Largest extracted threshold: 14.273214031248187
Processing merged stats file; extracting SS for 1956 candidates of interest.
(*_all: 9524)
*** Changing lambda[j=4][1] from 1.0706 (BLEU: 0.5563) to 1.1387 (BLEU: 0.5579) ***
*** Old lambda[j=4]: {1.0705970723790095, 0.4462925441148936, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
*** New lambda[j=4]: {1.138684896991295, 0.4462925441148936, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
Keeping thresholds for lambda[j=4][1] from previous step.
Investigating lambda[j=4][2]...
# extracted thresholds: 863
Smallest extracted threshold: -38.12787861554149
Largest extracted threshold: 271.36040531804935
Investigating lambda[j=4][3]...
# extracted thresholds: 609
Smallest extracted threshold: -362.71117245452785
Largest extracted threshold: 183.08765495866763
Investigating lambda[j=4][4]...
# extracted thresholds: 695
Smallest extracted threshold: -579.9125842043097
Largest extracted threshold: 626.4970703949696
Investigating lambda[j=4][5]...
# extracted thresholds: 480
Smallest extracted threshold: -19.362700049743996
Largest extracted threshold: 15.255870037951482
Processing merged stats file; extracting SS for 2237 candidates of interest.
(*_all: 9532)
*** Changing lambda[j=4][2] from 0.4463 (BLEU: 0.5579) to 0.4270 (BLEU: 0.5592) ***
*** Old lambda[j=4]: {1.138684896991295, 0.4462925441148936, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
*** New lambda[j=4]: {1.138684896991295, 0.427006820780069, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 448
Smallest extracted threshold: 0.1013914788910783
Largest extracted threshold: 112.32092152236234
Keeping thresholds for lambda[j=4][2] from previous step.
Investigating lambda[j=4][3]...
# extracted thresholds: 606
Smallest extracted threshold: -368.81349674638943
Largest extracted threshold: 179.644276719613
Investigating lambda[j=4][4]...
# extracted thresholds: 698
Smallest extracted threshold: -574.1075814805137
Largest extracted threshold: 627.0486420823456
Investigating lambda[j=4][5]...
# extracted thresholds: 477
Smallest extracted threshold: -18.949004990590147
Largest extracted threshold: 15.300205034123492
Processing merged stats file; extracting SS for 1742 candidates of interest.
(*_all: 9534)
*** Changing lambda[j=4][3] from 0.1661 (BLEU: 0.5592) to 0.2209 (BLEU: 0.5600) ***
*** Old lambda[j=4]: {1.138684896991295, 0.427006820780069, 0.16606236749241857, -0.16197521863235043, -2.7554684963335276} ***
*** New lambda[j=4]: {1.138684896991295, 0.427006820780069, 0.2209011380525312, -0.16197521863235043, -2.7554684963335276} ***
Investigating lambda[j=4][1]...
# extracted thresholds: 465
Smallest extracted threshold: 0.10485401642574993
Largest extracted threshold: 94.79993432842853
Investigating lambda[j=4][2]...
# extracted thresholds: 867
Smallest extracted threshold: -37.56121131975363
Largest extracted threshold: 274.01665826705465
Keeping thresholds for lambda[j=4][3] from previous step.
Investigating lambda[j=4][4]...
# extracted thresholds: 703
Smallest extracted threshold: -577.7543597227641
Largest extracted threshold: 590.5918274139775
Investigating lambda[j=4][5]...
# extracted thresholds: 482
Smallest extracted threshold: -18.968421790304582
Largest extracted threshold: 15.130898209152837
Processing merged stats file; extracting SS for 1986 candidates of interest.
(*_all: 9539)
*** Not changing any weight in lambda[j=4] ***
*** lambda[j=4]: {1.138684896991295, 0.427006820780069, 0.2209011380525312, -0.16197521863235043, -2.7554684963335276} ***
Final lambda[j=4]: {1.0, 0.3749999863073036, 0.19399672256671718, -0.1422476218489694, -2.4198691873530596}
(Final BLEU[j=4]: 0.5599782992642774)
+++ Optimization of lambda[j=5] starting @ Fri May 08 13:25:53 EDT 2009 +++
Initial lambda[j=5]: {0.5220445730639434, 0.14375031828570095, 0.36237043537528457, -0.6750478782163256, -2.650522510021597}
(Initial BLEU[j=5]: 0.4006446649019396)
Investigating lambda[j=5][1]...
# extracted thresholds: 519
Smallest extracted threshold: 0.10046091574926778
Largest extracted threshold: 144.77536880773806
Investigating lambda[j=5][2]...
# extracted thresholds: 647
Smallest extracted threshold: -150.45690782412055
Largest extracted threshold: 332.16090437693464
Investigating lambda[j=5][3]...
# extracted thresholds: 563
Smallest extracted threshold: -298.14995889785604
Largest extracted threshold: 665.7209518538028
Investigating lambda[j=5][4]...
# extracted thresholds: 813
Smallest extracted threshold: -567.6164681977922
Largest extracted threshold: 89.52637475954738
Investigating lambda[j=5][5]...
# extracted thresholds: 466
Smallest extracted threshold: -8.845404129998652
Largest extracted threshold: 12.40099821566319
Processing merged stats file; extracting SS for 2535 candidates of interest.
(*_all: 9808)
*** Changing lambda[j=5][1] from 0.5220 (BLEU: 0.4006) to 4.5444 (BLEU: 0.5446) ***
*** Old lambda[j=5]: {0.5220445730639434, 0.14375031828570095, 0.36237043537528457, -0.6750478782163256, -2.650522510021597} ***
*** New lambda[j=5]: {4.544443217450788, 0.14375031828570095, 0.36237043537528457, -0.6750478782163256, -2.650522510021597} ***
Keeping thresholds for lambda[j=5][1] from previous step.
Investigating lambda[j=5][2]...
# extracted thresholds: 860
Smallest extracted threshold: -137.5772952519432
Largest extracted threshold: 1400.3959389850497
Investigating lambda[j=5][3]...
# extracted thresholds: 606
Smallest extracted threshold: -1666.7710976504284
Largest extracted threshold: 436.69798808405346
Investigating lambda[j=5][4]...
# extracted thresholds: 701
Smallest extracted threshold: -141.07884682686156
Largest extracted threshold: 3471.3140116246277
Investigating lambda[j=5][5]...
# extracted thresholds: 501
Smallest extracted threshold: -61.46134755320798
Largest extracted threshold: 80.13242875792498
Processing merged stats file; extracting SS for 2231 candidates of interest.
(*_all: 9833)
*** Changing lambda[j=5][3] from 0.3624 (BLEU: 0.5446) to 3.2007 (BLEU: 0.5597) ***
*** Old lambda[j=5]: {4.544443217450788, 0.14375031828570095, 0.36237043537528457, -0.6750478782163256, -2.650522510021597} ***
*** New lambda[j=5]: {4.544443217450788, 0.14375031828570095, 3.2006706859935594, -0.6750478782163256, -2.650522510021597} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 626
Smallest extracted threshold: 0.12437483907320253
Largest extracted threshold: 127.94830303621997
Investigating lambda[j=5][2]...
# extracted thresholds: 908
Smallest extracted threshold: -100.25458497252895
Largest extracted threshold: 758.2481755010114
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 845
Smallest extracted threshold: -179.14922939353602
Largest extracted threshold: 1584.4120050132144
Investigating lambda[j=5][5]...
# extracted thresholds: 569
Smallest extracted threshold: -58.63597789188135
Largest extracted threshold: 70.644876659544
Processing merged stats file; extracting SS for 2454 candidates of interest.
(*_all: 9921)
*** Changing lambda[j=5][2] from 0.1438 (BLEU: 0.5597) to 0.3429 (BLEU: 0.5647) ***
*** Old lambda[j=5]: {4.544443217450788, 0.14375031828570095, 3.2006706859935594, -0.6750478782163256, -2.650522510021597} ***
*** New lambda[j=5]: {4.544443217450788, 0.34294823231312, 3.2006706859935594, -0.6750478782163256, -2.650522510021597} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 599
Smallest extracted threshold: 0.1064435936789888
Largest extracted threshold: 140.25979427599054
Keeping thresholds for lambda[j=5][2] from previous step.
Investigating lambda[j=5][3]...
# extracted thresholds: 606
Smallest extracted threshold: -1603.7415576869173
Largest extracted threshold: 464.71185472677706
Investigating lambda[j=5][4]...
# extracted thresholds: 822
Smallest extracted threshold: -239.10780151588844
Largest extracted threshold: 1578.7149446720277
Investigating lambda[j=5][5]...
# extracted thresholds: 568
Smallest extracted threshold: -59.369575726989176
Largest extracted threshold: 70.18695042040044
Processing merged stats file; extracting SS for 2094 candidates of interest.
(*_all: 9954)
*** Changing lambda[j=5][3] from 3.2007 (BLEU: 0.5647) to 4.4168 (BLEU: 0.5676) ***
*** Old lambda[j=5]: {4.544443217450788, 0.34294823231312, 3.2006706859935594, -0.6750478782163256, -2.650522510021597} ***
*** New lambda[j=5]: {4.544443217450788, 0.34294823231312, 4.416771901082145, -0.6750478782163256, -2.650522510021597} ***
Investigating lambda[j=5][1]...
# extracted thresholds: 600
Smallest extracted threshold: 0.11180008887778911
Largest extracted threshold: 216.46880375487032
Investigating lambda[j=5][2]...
# extracted thresholds: 939
Smallest extracted threshold: -105.44225724448854
Largest extracted threshold: 817.1530781068636
Keeping thresholds for lambda[j=5][3] from previous step.
Investigating lambda[j=5][4]...
# extracted thresholds: 859
Smallest extracted threshold: -319.97853231948847
Largest extracted threshold: 1465.4575249705526
Investigating lambda[j=5][5]...
# extracted thresholds: 577
Smallest extracted threshold: -59.36957572698924
Largest extracted threshold: 74.82490884760031
Processing merged stats file; extracting SS for 2537 candidates of interest.
(*_all: 9983)
*** Changing lambda[j=5][1] from 4.5444 (BLEU: 0.5676) to 4.5382 (BLEU: 0.5679) ***
*** Old lambda[j=5]: {4.544443217450788, 0.34294823231312, 4.416771901082145, -0.6750478782163256, -2.650522510021597} ***
*** New lambda[j=5]: {4.538192517116722, 0.34294823231312, 4.416771901082145, -0.6750478782163256, -2.650522510021597} ***
Keeping thresholds for lambda[j=5][1] from previous step.
Investigating lambda[j=5][2]...
# extracted thresholds: 940
Smallest extracted threshold: -105.21604519062751
Largest extracted threshold: 816.7045903578966
Investigating lambda[j=5][3]...
# extracted thresholds: 605
Smallest extracted threshold: -1601.6147568982537
Largest extracted threshold: 464.0603233952897
Investigating lambda[j=5][4]...
# extracted thresholds: 858
Smallest extracted threshold: -320.8755078174281
Largest extracted threshold: 1465.37126530594
Investigating lambda[j=5][5]...
# extracted thresholds: 578
Smallest extracted threshold: -59.28285624074538
Largest extracted threshold: 74.7458913737221
Processing merged stats file; extracting SS for 2616 candidates of interest.
(*_all: 9983)
*** Not changing any weight in lambda[j=5] ***
*** lambda[j=5]: {4.538192517116722, 0.34294823231312, 4.416771901082145, -0.6750478782163256, -2.650522510021597} ***
Final lambda[j=5]: {1.0, 0.07556934418705696, 0.9732447189984526, -0.14874818017751434, -0.5840480543794933}
(Final BLEU[j=5]: 0.5679206419999427)
+++ Optimization of lambda[j=6] starting @ Fri May 08 13:25:53 EDT 2009 +++
Initial lambda[j=6]: {0.6031599839349581, -0.0991922290616487, 0.6695530575655155, 0.7009933172375291, -2.0536852205025897}
(Initial BLEU[j=6]: 0.5429049907959783)
Investigating lambda[j=6][1]...
# extracted thresholds: 425
Smallest extracted threshold: 0.11349440238784896
Largest extracted threshold: 157.35022634511012
Investigating lambda[j=6][2]...
# extracted thresholds: 871
Smallest extracted threshold: -52.671939570971695
Largest extracted threshold: 48.93423970427975
Investigating lambda[j=6][3]...
# extracted thresholds: 607
Smallest extracted threshold: -238.0413189380281
Largest extracted threshold: 98.03726553393335
Investigating lambda[j=6][4]...
# extracted thresholds: 872
Smallest extracted threshold: -373.7646525358176
Largest extracted threshold: 263.8149038435813
Investigating lambda[j=6][5]...
# extracted thresholds: 583
Smallest extracted threshold: -24.723628330390586
Largest extracted threshold: 9.034970552303538
Processing merged stats file; extracting SS for 2508 candidates of interest.
(*_all: 10138)
*** Changing lambda[j=6][1] from 0.6032 (BLEU: 0.5429) to 0.7969 (BLEU: 0.5516) ***
*** Old lambda[j=6]: {0.6031599839349581, -0.0991922290616487, 0.6695530575655155, 0.7009933172375291, -2.0536852205025897} ***
*** New lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.6695530575655155, 0.7009933172375291, -2.0536852205025897} ***
Keeping thresholds for lambda[j=6][1] from previous step.
Investigating lambda[j=6][2]...
# extracted thresholds: 895
Smallest extracted threshold: -59.681930089010066
Largest extracted threshold: 75.1069080026536
Investigating lambda[j=6][3]...
# extracted thresholds: 600
Smallest extracted threshold: -303.9478571077495
Largest extracted threshold: 111.85455592657976
Investigating lambda[j=6][4]...
# extracted thresholds: 871
Smallest extracted threshold: -345.9686548065706
Largest extracted threshold: 266.4879684335662
Investigating lambda[j=6][5]...
# extracted thresholds: 591
Smallest extracted threshold: -25.925460968799257
Largest extracted threshold: 11.483609929335739
Processing merged stats file; extracting SS for 2504 candidates of interest.
(*_all: 10170)
*** Changing lambda[j=6][4] from 0.7010 (BLEU: 0.5516) to 0.4403 (BLEU: 0.5581) ***
*** Old lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.6695530575655155, 0.7009933172375291, -2.0536852205025897} ***
*** New lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.6695530575655155, 0.44032954611040215, -2.0536852205025897} ***
Investigating lambda[j=6][1]...
# extracted thresholds: 441
Smallest extracted threshold: 0.10213800862119131
Largest extracted threshold: 106.86834267015765
Investigating lambda[j=6][2]...
# extracted thresholds: 897
Smallest extracted threshold: -40.874544070976775
Largest extracted threshold: 114.26445890939364
Investigating lambda[j=6][3]...
# extracted thresholds: 589
Smallest extracted threshold: -331.0351673240425
Largest extracted threshold: 96.56228135379871
Keeping thresholds for lambda[j=6][4] from previous step.
Investigating lambda[j=6][5]...
# extracted thresholds: 581
Smallest extracted threshold: -19.73304853011488
Largest extracted threshold: 11.993552157448807
Processing merged stats file; extracting SS for 2152 candidates of interest.
(*_all: 10190)
*** Changing lambda[j=6][3] from 0.6696 (BLEU: 0.5581) to 0.5413 (BLEU: 0.5629) ***
*** Old lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.6695530575655155, 0.44032954611040215, -2.0536852205025897} ***
*** New lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.5412959182370574, 0.44032954611040215, -2.0536852205025897} ***
Investigating lambda[j=6][1]...
# extracted thresholds: 430
Smallest extracted threshold: 0.10213800862119221
Largest extracted threshold: 98.83089527224145
Investigating lambda[j=6][2]...
# extracted thresholds: 915
Smallest extracted threshold: -40.327421843714596
Largest extracted threshold: 108.0520037231715
Keeping thresholds for lambda[j=6][3] from previous step.
Investigating lambda[j=6][4]...
# extracted thresholds: 869
Smallest extracted threshold: -337.439555041207
Largest extracted threshold: 222.93184391762819
Investigating lambda[j=6][5]...
# extracted thresholds: 566
Smallest extracted threshold: -18.829646518845042
Largest extracted threshold: 11.504405964009926
Processing merged stats file; extracting SS for 2266 candidates of interest.
(*_all: 10202)
*** Changing lambda[j=6][1] from 0.7969 (BLEU: 0.5629) to 0.8705 (BLEU: 0.5657) ***
*** Old lambda[j=6]: {0.7968603165425243, -0.0991922290616487, 0.5412959182370574, 0.44032954611040215, -2.0536852205025897} ***
*** New lambda[j=6]: {0.8704902438099369, -0.0991922290616487, 0.5412959182370574, 0.44032954611040215, -2.0536852205025897} ***
Keeping thresholds for lambda[j=6][1] from previous step.
Investigating lambda[j=6][2]...
# extracted thresholds: 911
Smallest extracted threshold: -42.99207959127865
Largest extracted threshold: 113.33495100460857
Investigating lambda[j=6][3]...
# extracted thresholds: 585
Smallest extracted threshold: -356.0877500767794
Largest extracted threshold: 101.81454949885537
Investigating lambda[j=6][4]...
# extracted thresholds: 847
Smallest extracted threshold: -326.8736604783091
Largest extracted threshold: 223.94793691391806
Investigating lambda[j=6][5]...
# extracted thresholds: 558
Smallest extracted threshold: -19.28649059630417
Largest extracted threshold: 12.435189803190394
Processing merged stats file; extracting SS for 2461 candidates of interest.
(*_all: 10215)
*** Changing lambda[j=6][4] from 0.4403 (BLEU: 0.5657) to 0.4329 (BLEU: 0.5672) ***
*** Old lambda[j=6]: {0.8704902438099369, -0.0991922290616487, 0.5412959182370574, 0.44032954611040215, -2.0536852205025897} ***
*** New lambda[j=6]: {0.8704902438099369, -0.0991922290616487, 0.5412959182370574, 0.4328649708737119, -2.0536852205025897} ***
Investigating lambda[j=6][1]...
# extracted thresholds: 429
Smallest extracted threshold: 0.10898148639036738
Largest extracted threshold: 97.38525586806887
Investigating lambda[j=6][2]...
# extracted thresholds: 915
Smallest extracted threshold: -42.453496314707664
Largest extracted threshold: 114.80780500599786
Investigating lambda[j=6][3]...
# extracted thresholds: 583
Smallest extracted threshold: -356.8634438534572
Largest extracted threshold: 101.37662775165376
Keeping thresholds for lambda[j=6][4] from previous step.
Investigating lambda[j=6][5]...
# extracted thresholds: 556
Smallest extracted threshold: -19.109159744589363
Largest extracted threshold: 12.449792914745391
Processing merged stats file; extracting SS for 2147 candidates of interest.
(*_all: 10215)
*** Not changing any weight in lambda[j=6] ***
*** lambda[j=6]: {0.8704902438099369, -0.0991922290616487, 0.5412959182370574, 0.4328649708737119, -2.0536852205025897} ***
Final lambda[j=6]: {1.0, -0.11394984581045617, 0.621828816676829, 0.49726573497154986, -2.3592283027941576}
(Final BLEU[j=6]: 0.5672445175668529)
+++ Optimization of lambda[j=7] starting @ Fri May 08 13:25:54 EDT 2009 +++
Initial lambda[j=7]: {0.9283070465741482, -0.03930301609618092, 0.222333675200173, 0.629297534345926, -4.657749439757674}
(Initial BLEU[j=7]: 0.5131790707933851)
Investigating lambda[j=7][1]...
# extracted thresholds: 467
Smallest extracted threshold: 0.10321265256027766
Largest extracted threshold: 127.73664682578446
Investigating lambda[j=7][2]...
# extracted thresholds: 867
Smallest extracted threshold: -43.9471764847944
Largest extracted threshold: 206.181064685411
Investigating lambda[j=7][3]...
# extracted thresholds: 587
Smallest extracted threshold: -431.3533712337251
Largest extracted threshold: 194.86696401910018
Investigating lambda[j=7][4]...
# extracted thresholds: 801
Smallest extracted threshold: -880.4745488019371
Largest extracted threshold: 255.16582686135254
Investigating lambda[j=7][5]...
# extracted thresholds: 543
Smallest extracted threshold: -23.86998828196289
Largest extracted threshold: 11.442259380772716
Processing merged stats file; extracting SS for 2385 candidates of interest.
(*_all: 10267)
*** Changing lambda[j=7][5] from -4.6577 (BLEU: 0.5132) to -3.1716 (BLEU: 0.5569) ***
*** Old lambda[j=7]: {0.9283070465741482, -0.03930301609618092, 0.222333675200173, 0.629297534345926, -4.657749439757674} ***
*** New lambda[j=7]: {0.9283070465741482, -0.03930301609618092, 0.222333675200173, 0.629297534345926, -3.1716416430072476} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 424
Smallest extracted threshold: 0.10482196315831578
Largest extracted threshold: 127.73664682578476
Investigating lambda[j=7][2]...
# extracted thresholds: 887
Smallest extracted threshold: -45.06070446451186
Largest extracted threshold: 157.27688143688627
Investigating lambda[j=7][3]...
# extracted thresholds: 604
Smallest extracted threshold: -377.60580591791984
Largest extracted threshold: 136.23325640185203
Investigating lambda[j=7][4]...
# extracted thresholds: 793
Smallest extracted threshold: -557.989156906345
Largest extracted threshold: 384.1599836193144
Keeping thresholds for lambda[j=7][5] from previous step.
Processing merged stats file; extracting SS for 2361 candidates of interest.
(*_all: 10286)
*** Changing lambda[j=7][2] from -0.0393 (BLEU: 0.5569) to -0.0808 (BLEU: 0.5575) ***
*** Old lambda[j=7]: {0.9283070465741482, -0.03930301609618092, 0.222333675200173, 0.629297534345926, -3.1716416430072476} ***
*** New lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.629297534345926, -3.1716416430072476} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 409
Smallest extracted threshold: 0.10808764880371186
Largest extracted threshold: 119.22389122922324
Keeping thresholds for lambda[j=7][2] from previous step.
Investigating lambda[j=7][3]...
# extracted thresholds: 595
Smallest extracted threshold: -390.7238793757705
Largest extracted threshold: 136.23325640185138
Investigating lambda[j=7][4]...
# extracted thresholds: 786
Smallest extracted threshold: -545.5102310886269
Largest extracted threshold: 385.34568886311996
Investigating lambda[j=7][5]...
# extracted thresholds: 546
Smallest extracted threshold: -23.684763630183923
Largest extracted threshold: 11.918781395913731
Processing merged stats file; extracting SS for 1876 candidates of interest.
(*_all: 10289)
*** Changing lambda[j=7][5] from -3.1716 (BLEU: 0.5575) to -3.2055 (BLEU: 0.5581) ***
*** Old lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.629297534345926, -3.1716416430072476} ***
*** New lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.629297534345926, -3.2054692386617587} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 407
Smallest extracted threshold: 0.10417195337824788
Largest extracted threshold: 119.22389122922324
Investigating lambda[j=7][2]...
# extracted thresholds: 887
Smallest extracted threshold: -44.68860091231233
Largest extracted threshold: 155.17715424947426
Investigating lambda[j=7][3]...
# extracted thresholds: 594
Smallest extracted threshold: -391.9473107519421
Largest extracted threshold: 137.56790881222022
Investigating lambda[j=7][4]...
# extracted thresholds: 784
Smallest extracted threshold: -552.8508193456739
Largest extracted threshold: 382.4094535603088
Keeping thresholds for lambda[j=7][5] from previous step.
Processing merged stats file; extracting SS for 2320 candidates of interest.
(*_all: 10290)
*** Changing lambda[j=7][4] from 0.6293 (BLEU: 0.5581) to 0.6680 (BLEU: 0.5583) ***
*** Old lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.629297534345926, -3.2054692386617587} ***
*** New lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.6680462860898404, -3.2054692386617587} ***
Investigating lambda[j=7][1]...
# extracted thresholds: 415
Smallest extracted threshold: 0.10066981613638051
Largest extracted threshold: 126.72823281696115
Investigating lambda[j=7][2]...
# extracted thresholds: 886
Smallest extracted threshold: -47.48439692421489
Largest extracted threshold: 158.73650387395085
Investigating lambda[j=7][3]...
# extracted thresholds: 602
Smallest extracted threshold: -387.92066963322065
Largest extracted threshold: 135.32048121107343
Keeping thresholds for lambda[j=7][4] from previous step.
Investigating lambda[j=7][5]...
# extracted thresholds: 550
Smallest extracted threshold: -24.294208283188457
Largest extracted threshold: 11.65691483170889
Processing merged stats file; extracting SS for 2134 candidates of interest.
(*_all: 10295)
*** Not changing any weight in lambda[j=7] ***
*** lambda[j=7]: {0.9283070465741482, -0.08076124140411145, 0.222333675200173, 0.6680462860898404, -3.2054692386617587} ***
Final lambda[j=7]: {1.0, -0.08699841469711463, 0.23950445708742574, 0.7196393569942382, -3.453026938114191}
(Final BLEU[j=7]: 0.5582672631694148)
+++ Optimization of lambda[j=8] starting @ Fri May 08 13:25:54 EDT 2009 +++
Initial lambda[j=8]: {1.3353054946281917, 0.2209788172853009, 0.5856486606428382, -0.66940256338144, -3.928647924205829}
(Initial BLEU[j=8]: 0.4268640462623817)
Investigating lambda[j=8][1]...
# extracted thresholds: 511
Smallest extracted threshold: 0.10286154527868151
Largest extracted threshold: 180.63843908669662
Investigating lambda[j=8][2]...
# extracted thresholds: 787
Smallest extracted threshold: -134.33686282941136
Largest extracted threshold: 469.6317099100891
Investigating lambda[j=8][3]...
# extracted thresholds: 598
Smallest extracted threshold: -596.0644967480289
Largest extracted threshold: 503.42485288036664
Investigating lambda[j=8][4]...
# extracted thresholds: 778
Smallest extracted threshold: -766.3605210109372
Largest extracted threshold: 422.91342794442414
Investigating lambda[j=8][5]...
# extracted thresholds: 536
Smallest extracted threshold: -14.439537847277439
Largest extracted threshold: 21.98357312965491
Processing merged stats file; extracting SS for 2428 candidates of interest.
(*_all: 10321)
*** Changing lambda[j=8][4] from -0.6694 (BLEU: 0.4269) to 0.3518 (BLEU: 0.5578) ***
*** Old lambda[j=8]: {1.3353054946281917, 0.2209788172853009, 0.5856486606428382, -0.66940256338144, -3.928647924205829} ***
*** New lambda[j=8]: {1.3353054946281917, 0.2209788172853009, 0.5856486606428382, 0.35176017365493195, -3.928647924205829} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 509
Smallest extracted threshold: 0.10216359375861561
Largest extracted threshold: 150.1991868473657
Investigating lambda[j=8][2]...
# extracted thresholds: 926
Smallest extracted threshold: -42.93929497770145
Largest extracted threshold: 268.14353735860027
Investigating lambda[j=8][3]...
# extracted thresholds: 618
Smallest extracted threshold: -489.9486689910029
Largest extracted threshold: 203.06568248035776
Keeping thresholds for lambda[j=8][4] from previous step.
Investigating lambda[j=8][5]...
# extracted thresholds: 551
Smallest extracted threshold: -26.073709263555912
Largest extracted threshold: 17.917492684830474
Processing merged stats file; extracting SS for 2234 candidates of interest.
(*_all: 10329)
*** Changing lambda[j=8][1] from 1.3353 (BLEU: 0.5578) to 1.6206 (BLEU: 0.5624) ***
*** Old lambda[j=8]: {1.3353054946281917, 0.2209788172853009, 0.5856486606428382, 0.35176017365493195, -3.928647924205829} ***
*** New lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.5856486606428382, 0.35176017365493195, -3.928647924205829} ***
Keeping thresholds for lambda[j=8][1] from previous step.
Investigating lambda[j=8][2]...
# extracted thresholds: 913
Smallest extracted threshold: -53.185546474800624
Largest extracted threshold: 288.6133465510336
Investigating lambda[j=8][3]...
# extracted thresholds: 609
Smallest extracted threshold: -587.019785056864
Largest extracted threshold: 217.69345870403
Investigating lambda[j=8][4]...
# extracted thresholds: 780
Smallest extracted threshold: -725.4209026259732
Largest extracted threshold: 670.6623102121979
Investigating lambda[j=8][5]...
# extracted thresholds: 542
Smallest extracted threshold: -30.62657294045486
Largest extracted threshold: 21.52399613308049
Processing merged stats file; extracting SS for 2443 candidates of interest.
(*_all: 10329)
*** Changing lambda[j=8][3] from 0.5856 (BLEU: 0.5624) to 0.6180 (BLEU: 0.5627) ***
*** Old lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.5856486606428382, 0.35176017365493195, -3.928647924205829} ***
*** New lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6179948859325435, 0.35176017365493195, -3.928647924205829} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 508
Smallest extracted threshold: 0.10444573083891721
Largest extracted threshold: 152.2262169655201
Investigating lambda[j=8][2]...
# extracted thresholds: 913
Smallest extracted threshold: -52.41805876565412
Largest extracted threshold: 290.1801168385038
Keeping thresholds for lambda[j=8][3] from previous step.
Investigating lambda[j=8][4]...
# extracted thresholds: 787
Smallest extracted threshold: -727.5719266077384
Largest extracted threshold: 649.1585396395989
Investigating lambda[j=8][5]...
# extracted thresholds: 548
Smallest extracted threshold: -30.52960879505877
Largest extracted threshold: 21.647357944012956
Processing merged stats file; extracting SS for 2271 candidates of interest.
(*_all: 10329)
*** Changing lambda[j=8][5] from -3.9286 (BLEU: 0.5627) to -3.8410 (BLEU: 0.5629) ***
*** Old lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6179948859325435, 0.35176017365493195, -3.928647924205829} ***
*** New lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6179948859325435, 0.35176017365493195, -3.8410201099245658} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 503
Smallest extracted threshold: 0.10416855588136102
Largest extracted threshold: 152.2262169655201
Investigating lambda[j=8][2]...
# extracted thresholds: 915
Smallest extracted threshold: -52.41805876565412
Largest extracted threshold: 285.42083117535276
Investigating lambda[j=8][3]...
# extracted thresholds: 606
Smallest extracted threshold: -583.8505791070235
Largest extracted threshold: 214.23614312238706
Investigating lambda[j=8][4]...
# extracted thresholds: 778
Smallest extracted threshold: -708.5566909086609
Largest extracted threshold: 656.7646339192137
Keeping thresholds for lambda[j=8][5] from previous step.
Processing merged stats file; extracting SS for 2458 candidates of interest.
(*_all: 10329)
*** Changing lambda[j=8][3] from 0.6180 (BLEU: 0.5629) to 0.6235 (BLEU: 0.5631) ***
*** Old lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6179948859325435, 0.35176017365493195, -3.8410201099245658} ***
*** New lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6234559316649487, 0.35176017365493195, -3.8410201099245658} ***
Investigating lambda[j=8][1]...
# extracted thresholds: 506
Smallest extracted threshold: 0.10416855588136102
Largest extracted threshold: 152.56844249808444
Investigating lambda[j=8][2]...
# extracted thresholds: 914
Smallest extracted threshold: -52.28848304418554
Largest extracted threshold: 285.6853505780163
Keeping thresholds for lambda[j=8][3] from previous step.
Investigating lambda[j=8][4]...
# extracted thresholds: 777
Smallest extracted threshold: -708.9198504498635
Largest extracted threshold: 653.134130716308
Investigating lambda[j=8][5]...
# extracted thresholds: 547
Smallest extracted threshold: -30.513238240916206
Largest extracted threshold: 21.668185242564824
Processing merged stats file; extracting SS for 2267 candidates of interest.
(*_all: 10329)
*** Not changing any weight in lambda[j=8] ***
*** lambda[j=8]: {1.6205990025366752, 0.2209788172853009, 0.6234559316649487, 0.35176017365493195, -3.8410201099245658} ***
Final lambda[j=8]: {0.9999999999999999, 0.13635625897548334, 0.38470709329641184, 0.21705565232628937, -2.370123703588816}
(Final BLEU[j=8]: 0.5631139686926429)
+++ Optimization of lambda[j=9] starting @ Fri May 08 13:25:55 EDT 2009 +++
Initial lambda[j=9]: {1.471406877524812, -0.0980639242901149, -0.8427375417242053, 0.460849161936149, -4.001169720828876}
(Initial BLEU[j=9]: 0.5269565005697057)
Investigating lambda[j=9][1]...
# extracted thresholds: 352
Smallest extracted threshold: 0.10025714457070581
Largest extracted threshold: 168.6805059835094
Investigating lambda[j=9][2]...
# extracted thresholds: 796
Smallest extracted threshold: -84.47231150224323
Largest extracted threshold: 553.764302542243
Investigating lambda[j=9][3]...
# extracted thresholds: 595
Smallest extracted threshold: -628.4943129473673
Largest extracted threshold: 206.5781247680565
Investigating lambda[j=9][4]...
# extracted thresholds: 678
Smallest extracted threshold: -571.5476547604046
Largest extracted threshold: 1493.5247466478488
Investigating lambda[j=9][5]...
# extracted thresholds: 471
Smallest extracted threshold: -33.95508239139332
Largest extracted threshold: 28.365593081827583
Processing merged stats file; extracting SS for 2124 candidates of interest.
(*_all: 10354)
*** Changing lambda[j=9][3] from -0.8427 (BLEU: 0.5270) to 0.3875 (BLEU: 0.5445) ***
*** Old lambda[j=9]: {1.471406877524812, -0.0980639242901149, -0.8427375417242053, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.471406877524812, -0.0980639242901149, 0.3874609563689134, 0.460849161936149, -4.001169720828876} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 470
Smallest extracted threshold: 0.10092327878191087
Largest extracted threshold: 93.3962151731791
Investigating lambda[j=9][2]...
# extracted thresholds: 885
Smallest extracted threshold: -55.2830562293071
Largest extracted threshold: 255.17755279080777
Keeping thresholds for lambda[j=9][3] from previous step.
Investigating lambda[j=9][4]...
# extracted thresholds: 789
Smallest extracted threshold: -653.3558548837867
Largest extracted threshold: 675.6887851153814
Investigating lambda[j=9][5]...
# extracted thresholds: 533
Smallest extracted threshold: -29.130156128291443
Largest extracted threshold: 22.044997987123047
Processing merged stats file; extracting SS for 2049 candidates of interest.
(*_all: 10356)
*** Changing lambda[j=9][2] from -0.0981 (BLEU: 0.5445) to 0.0998 (BLEU: 0.5589) ***
*** Old lambda[j=9]: {1.471406877524812, -0.0980639242901149, 0.3874609563689134, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.471406877524812, 0.0997987802012271, 0.3874609563689134, 0.460849161936149, -4.001169720828876} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 478
Smallest extracted threshold: 0.10076556099365169
Largest extracted threshold: 134.02402382873316
Keeping thresholds for lambda[j=9][2] from previous step.
Investigating lambda[j=9][3]...
# extracted thresholds: 603
Smallest extracted threshold: -565.8872555345694
Largest extracted threshold: 206.5781247680565
Investigating lambda[j=9][4]...
# extracted thresholds: 780
Smallest extracted threshold: -712.912528935823
Largest extracted threshold: 670.0299117669258
Investigating lambda[j=9][5]...
# extracted thresholds: 547
Smallest extracted threshold: -30.01415563061569
Largest extracted threshold: 19.753164310906524
Processing merged stats file; extracting SS for 1916 candidates of interest.
(*_all: 10358)
*** Changing lambda[j=9][3] from 0.3875 (BLEU: 0.5589) to 0.8239 (BLEU: 0.5632) ***
*** Old lambda[j=9]: {1.471406877524812, 0.0997987802012271, 0.3874609563689134, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.471406877524812, 0.0997987802012271, 0.8238993293930859, 0.460849161936149, -4.001169720828876} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 507
Smallest extracted threshold: 0.11045412367444918
Largest extracted threshold: 161.37416187158058
Investigating lambda[j=9][2]...
# extracted thresholds: 938
Smallest extracted threshold: -47.320974096280274
Largest extracted threshold: 271.8632974278743
Keeping thresholds for lambda[j=9][3] from previous step.
Investigating lambda[j=9][4]...
# extracted thresholds: 831
Smallest extracted threshold: -741.9356807419985
Largest extracted threshold: 379.8856813803968
Investigating lambda[j=9][5]...
# extracted thresholds: 550
Smallest extracted threshold: -28.70584612991422
Largest extracted threshold: 20.611802275777467
Processing merged stats file; extracting SS for 2302 candidates of interest.
(*_all: 10375)
*** Changing lambda[j=9][1] from 1.4714 (BLEU: 0.5632) to 1.9235 (BLEU: 0.5648) ***
*** Old lambda[j=9]: {1.471406877524812, 0.0997987802012271, 0.8238993293930859, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.9235497187773976, 0.0997987802012271, 0.8238993293930859, 0.460849161936149, -4.001169720828876} ***
Keeping thresholds for lambda[j=9][1] from previous step.
Investigating lambda[j=9][2]...
# extracted thresholds: 931
Smallest extracted threshold: -62.3659045015917
Largest extracted threshold: 319.8670555623243
Investigating lambda[j=9][3]...
# extracted thresholds: 600
Smallest extracted threshold: -719.7288572707545
Largest extracted threshold: 229.76072135591855
Investigating lambda[j=9][4]...
# extracted thresholds: 808
Smallest extracted threshold: -677.0531830221037
Largest extracted threshold: 772.5265247242222
Investigating lambda[j=9][5]...
# extracted thresholds: 553
Smallest extracted threshold: -35.92137912188518
Largest extracted threshold: 26.327511434508416
Processing merged stats file; extracting SS for 2489 candidates of interest.
(*_all: 10378)
*** Changing lambda[j=9][3] from 0.8239 (BLEU: 0.5648) to 1.2437 (BLEU: 0.5674) ***
*** Old lambda[j=9]: {1.9235497187773976, 0.0997987802012271, 0.8238993293930859, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.9235497187773976, 0.0997987802012271, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 513
Smallest extracted threshold: 0.11344691044332782
Largest extracted threshold: 187.68300392604922
Investigating lambda[j=9][2]...
# extracted thresholds: 945
Smallest extracted threshold: -64.15679053155905
Largest extracted threshold: 324.6396718783863
Keeping thresholds for lambda[j=9][3] from previous step.
Investigating lambda[j=9][4]...
# extracted thresholds: 828
Smallest extracted threshold: -704.9713425427358
Largest extracted threshold: 493.4288939080248
Investigating lambda[j=9][5]...
# extracted thresholds: 556
Smallest extracted threshold: -34.66288061052873
Largest extracted threshold: 27.92862548323789
Processing merged stats file; extracting SS for 2385 candidates of interest.
(*_all: 10382)
*** Changing lambda[j=9][2] from 0.0998 (BLEU: 0.5674) to 0.1131 (BLEU: 0.5684) ***
*** Old lambda[j=9]: {1.9235497187773976, 0.0997987802012271, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.9235497187773976, 0.11311777297803514, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
Investigating lambda[j=9][1]...
# extracted thresholds: 513
Smallest extracted threshold: 0.10039337144190012
Largest extracted threshold: 190.41783710955318
Keeping thresholds for lambda[j=9][2] from previous step.
Investigating lambda[j=9][3]...
# extracted thresholds: 602
Smallest extracted threshold: -715.5145059729597
Largest extracted threshold: 229.76072135591855
Investigating lambda[j=9][4]...
# extracted thresholds: 825
Smallest extracted threshold: -708.9803593685641
Largest extracted threshold: 493.047970714612
Investigating lambda[j=9][5]...
# extracted thresholds: 555
Smallest extracted threshold: -34.72238643309614
Largest extracted threshold: 27.898007109038343
Processing merged stats file; extracting SS for 2002 candidates of interest.
(*_all: 10382)
*** Changing lambda[j=9][1] from 1.9235 (BLEU: 0.5684) to 1.9120 (BLEU: 0.5684) ***
*** Old lambda[j=9]: {1.9235497187773976, 0.11311777297803514, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
*** New lambda[j=9]: {1.9119588343517415, 0.11311777297803514, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
Keeping thresholds for lambda[j=9][1] from previous step.
Investigating lambda[j=9][2]...
# extracted thresholds: 941
Smallest extracted threshold: -63.73731789139599
Largest extracted threshold: 323.80802592084484
Investigating lambda[j=9][3]...
# extracted thresholds: 603
Smallest extracted threshold: -711.5707075471323
Largest extracted threshold: 229.16642509991175
Investigating lambda[j=9][4]...
# extracted thresholds: 828
Smallest extracted threshold: -710.6436512836332
Largest extracted threshold: 482.98244667936615
Investigating lambda[j=9][5]...
# extracted thresholds: 557
Smallest extracted threshold: -34.537413010211104
Largest extracted threshold: 27.75148234247125
Processing merged stats file; extracting SS for 2512 candidates of interest.
(*_all: 10382)
*** Not changing any weight in lambda[j=9] ***
*** lambda[j=9]: {1.9119588343517415, 0.11311777297803514, 1.2437212770707937, 0.460849161936149, -4.001169720828876} ***
Final lambda[j=9]: {1.0, 0.059163288950406845, 0.6504958447457804, 0.24103508593185902, -2.0927070441793747}
(Final BLEU[j=9]: 0.5684469817293186)
+++ Optimization of lambda[j=10] starting @ Fri May 08 13:25:55 EDT 2009 +++
Initial lambda[j=10]: {1.2400817651268432, 0.952428994054245, -0.5719115854384209, 0.5429380827323247, -2.0993994953149615}
(Initial BLEU[j=10]: 0.5224402885103935)
Investigating lambda[j=10][1]...
# extracted thresholds: 302
Smallest extracted threshold: 0.10009047730424317
Largest extracted threshold: 417.9987541038316
Investigating lambda[j=10][2]...
# extracted thresholds: 799
Smallest extracted threshold: -71.81017375940066
Largest extracted threshold: 526.3248389606666
Investigating lambda[j=10][3]...
# extracted thresholds: 624
Smallest extracted threshold: -392.75972831406665
Largest extracted threshold: 322.76625869938965
Investigating lambda[j=10][4]...
# extracted thresholds: 615
Smallest extracted threshold: -526.266963967548
Largest extracted threshold: 1247.6264814125702
Investigating lambda[j=10][5]...
# extracted thresholds: 481
Smallest extracted threshold: -39.50504670946326
Largest extracted threshold: 27.811629009789208
Processing merged stats file; extracting SS for 2326 candidates of interest.
(*_all: 10428)
*** Changing lambda[j=10][3] from -0.5719 (BLEU: 0.5224) to 1.2885 (BLEU: 0.5411) ***
*** Old lambda[j=10]: {1.2400817651268432, 0.952428994054245, -0.5719115854384209, 0.5429380827323247, -2.0993994953149615} ***
*** New lambda[j=10]: {1.2400817651268432, 0.952428994054245, 1.2884535492616505, 0.5429380827323247, -2.0993994953149615} ***
Investigating lambda[j=10][1]...
# extracted thresholds: 570
Smallest extracted threshold: 0.10040814897263746
Largest extracted threshold: 381.4575178886803
Investigating lambda[j=10][2]...
# extracted thresholds: 902
Smallest extracted threshold: -66.45533573094056
Largest extracted threshold: 158.28050008038426
Keeping thresholds for lambda[j=10][3] from previous step.
Investigating lambda[j=10][4]...
# extracted thresholds: 781
Smallest extracted threshold: -649.9812454253885
Largest extracted threshold: 184.75357677300462
Investigating lambda[j=10][5]...
# extracted thresholds: 561
Smallest extracted threshold: -40.16374742151913
Largest extracted threshold: 18.854283847140053
Processing merged stats file; extracting SS for 2449 candidates of interest.
(*_all: 10488)
*** Changing lambda[j=10][2] from 0.9524 (BLEU: 0.5411) to -0.1720 (BLEU: 0.5592) ***
*** Old lambda[j=10]: {1.2400817651268432, 0.952428994054245, 1.2884535492616505, 0.5429380827323247, -2.0993994953149615} ***
*** New lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 1.2884535492616505, 0.5429380827323247, -2.0993994953149615} ***
Investigating lambda[j=10][1]...
# extracted thresholds: 463
Smallest extracted threshold: 0.10236165459906328
Largest extracted threshold: 150.56878551045966
Keeping thresholds for lambda[j=10][2] from previous step.
Investigating lambda[j=10][3]...
# extracted thresholds: 585
Smallest extracted threshold: -495.8786667109787
Largest extracted threshold: 144.39560997750715
Investigating lambda[j=10][4]...
# extracted thresholds: 878
Smallest extracted threshold: -311.5193536428661
Largest extracted threshold: 503.4250057794035
Investigating lambda[j=10][5]...
# extracted thresholds: 587
Smallest extracted threshold: -28.995179255059853
Largest extracted threshold: 19.923546837769624
Processing merged stats file; extracting SS for 1941 candidates of interest.
(*_all: 10513)
*** Changing lambda[j=10][3] from 1.2885 (BLEU: 0.5592) to 0.9407 (BLEU: 0.5608) ***
*** Old lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 1.2884535492616505, 0.5429380827323247, -2.0993994953149615} ***
*** New lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 0.940700978836138, 0.5429380827323247, -2.0993994953149615} ***
Investigating lambda[j=10][1]...
# extracted thresholds: 453
Smallest extracted threshold: 0.10729801113613002
Largest extracted threshold: 128.7762910971281
Investigating lambda[j=10][2]...
# extracted thresholds: 923
Smallest extracted threshold: -64.9718848925437
Largest extracted threshold: 159.19216086034325
Keeping thresholds for lambda[j=10][3] from previous step.
Investigating lambda[j=10][4]...
# extracted thresholds: 849
Smallest extracted threshold: -288.39380770951874
Largest extracted threshold: 385.32823286291716
Investigating lambda[j=10][5]...
# extracted thresholds: 558
Smallest extracted threshold: -26.54572206935016
Largest extracted threshold: 18.5972904829744
Processing merged stats file; extracting SS for 2349 candidates of interest.
(*_all: 10533)
*** Changing lambda[j=10][4] from 0.5429 (BLEU: 0.5608) to 0.4628 (BLEU: 0.5631) ***
*** Old lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 0.940700978836138, 0.5429380827323247, -2.0993994953149615} ***
*** New lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 0.940700978836138, 0.46278133875412103, -2.0993994953149615} ***
Investigating lambda[j=10][1]...
# extracted thresholds: 450
Smallest extracted threshold: 0.10624917943420578
Largest extracted threshold: 113.25260168001631
Investigating lambda[j=10][2]...
# extracted thresholds: 919
Smallest extracted threshold: -59.1884236181669
Largest extracted threshold: 157.25216249659732
Investigating lambda[j=10][3]...
# extracted thresholds: 573
Smallest extracted threshold: -504.20828835604726
Largest extracted threshold: 139.6930809974553
Keeping thresholds for lambda[j=10][4] from previous step.
Investigating lambda[j=10][5]...
# extracted thresholds: 564
Smallest extracted threshold: -24.641492661831062
Largest extracted threshold: 18.75410287176853
Processing merged stats file; extracting SS for 2178 candidates of interest.
(*_all: 10536)
*** Changing lambda[j=10][2] from -0.1720 (BLEU: 0.5631) to -0.1427 (BLEU: 0.5645) ***
*** Old lambda[j=10]: {1.2400817651268432, -0.1720291181773968, 0.940700978836138, 0.46278133875412103, -2.0993994953149615} ***
*** New lambda[j=10]: {1.2400817651268432, -0.14267837830844177, 0.940700978836138, 0.46278133875412103, -2.0993994953149615} ***
Investigating lambda[j=10][1]...
# extracted thresholds: 456
Smallest extracted threshold: 0.1117135597352747
Largest extracted threshold: 119.2792869331086
Keeping thresholds for lambda[j=10][2] from previous step.
Investigating lambda[j=10][3]...
# extracted thresholds: 583
Smallest extracted threshold: -494.92122508251015
Largest extracted threshold: 135.5839774158147
Investigating lambda[j=10][4]...
# extracted thresholds: 856
Smallest extracted threshold: -297.22838041009675
Largest extracted threshold: 377.0102331840569
Investigating lambda[j=10][5]...
# extracted thresholds: 562
Smallest extracted threshold: -24.75626417566341
Largest extracted threshold: 18.686629906552533
Processing merged stats file; extracting SS for 1982 candidates of interest.
(*_all: 10537)
*** Not changing any weight in lambda[j=10] ***
*** lambda[j=10]: {1.2400817651268432, -0.14267837830844177, 0.940700978836138, 0.46278133875412103, -2.0993994953149615} ***
Final lambda[j=10]: {1.0, -0.11505562158947459, 0.7585798011794145, 0.37318614930748933, -1.692952476484663}
(Final BLEU[j=10]: 0.5644817320075147)
+++ Optimization of lambda[j=11] starting @ Fri May 08 13:25:56 EDT 2009 +++
Initial lambda[j=11]: {0.7905843003183938, 0.4398711767425849, -0.7309001307347562, 0.16355503514437486, -0.15224529986879354}
(Initial BLEU[j=11]: 0.5211791690083634)
Investigating lambda[j=11][1]...
# extracted thresholds: 185
Smallest extracted threshold: 0.10379469245212272
Largest extracted threshold: 355.064662622722
Investigating lambda[j=11][2]...
# extracted thresholds: 741
Smallest extracted threshold: -49.86382826347799
Largest extracted threshold: 481.3061508877084
Investigating lambda[j=11][3]...
# extracted thresholds: 626
Smallest extracted threshold: -219.19333756735583
Largest extracted threshold: 171.00121128455126
Investigating lambda[j=11][4]...
# extracted thresholds: 578
Smallest extracted threshold: -49.32616065902982
Largest extracted threshold: 1146.650605625738
Investigating lambda[j=11][5]...
# extracted thresholds: 444
Smallest extracted threshold: -19.34521846933291
Largest extracted threshold: 16.760972541412155
Processing merged stats file; extracting SS for 2142 candidates of interest.
(*_all: 10593)
*** Changing lambda[j=11][3] from -0.7309 (BLEU: 0.5212) to 0.7968 (BLEU: 0.5396) ***
*** Old lambda[j=11]: {0.7905843003183938, 0.4398711767425849, -0.7309001307347562, 0.16355503514437486, -0.15224529986879354} ***
*** New lambda[j=11]: {0.7905843003183938, 0.4398711767425849, 0.7968172779695493, 0.16355503514437486, -0.15224529986879354} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 496
Smallest extracted threshold: 0.10477012974486605
Largest extracted threshold: 171.92925618352342
Investigating lambda[j=11][2]...
# extracted thresholds: 909
Smallest extracted threshold: -42.13633508889834
Largest extracted threshold: 110.50731126079253
Keeping thresholds for lambda[j=11][3] from previous step.
Investigating lambda[j=11][4]...
# extracted thresholds: 774
Smallest extracted threshold: -104.97795616057766
Largest extracted threshold: 156.84971945397982
Investigating lambda[j=11][5]...
# extracted thresholds: 572
Smallest extracted threshold: -19.80422799853681
Largest extracted threshold: 12.118110924961774
Processing merged stats file; extracting SS for 2446 candidates of interest.
(*_all: 10678)
*** Changing lambda[j=11][4] from 0.1636 (BLEU: 0.5396) to -0.3727 (BLEU: 0.5556) ***
*** Old lambda[j=11]: {0.7905843003183938, 0.4398711767425849, 0.7968172779695493, 0.16355503514437486, -0.15224529986879354} ***
*** New lambda[j=11]: {0.7905843003183938, 0.4398711767425849, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 509
Smallest extracted threshold: 0.10052184284241278
Largest extracted threshold: 68.08217963348991
Investigating lambda[j=11][2]...
# extracted thresholds: 958
Smallest extracted threshold: -23.702417156672468
Largest extracted threshold: 177.1196594720253
Investigating lambda[j=11][3]...
# extracted thresholds: 621
Smallest extracted threshold: -174.0455793133097
Largest extracted threshold: 161.05137381382164
Keeping thresholds for lambda[j=11][4] from previous step.
Investigating lambda[j=11][5]...
# extracted thresholds: 532
Smallest extracted threshold: -13.4483240276706
Largest extracted threshold: 12.771431010088712
Processing merged stats file; extracting SS for 2273 candidates of interest.
(*_all: 10743)
*** Changing lambda[j=11][2] from 0.4399 (BLEU: 0.5556) to 0.3221 (BLEU: 0.5588) ***
*** Old lambda[j=11]: {0.7905843003183938, 0.4398711767425849, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
*** New lambda[j=11]: {0.7905843003183938, 0.3220900611267046, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
Investigating lambda[j=11][1]...
# extracted thresholds: 508
Smallest extracted threshold: 0.10204541468905376
Largest extracted threshold: 43.89779056036395
Keeping thresholds for lambda[j=11][2] from previous step.
Investigating lambda[j=11][3]...
# extracted thresholds: 618
Smallest extracted threshold: -211.31348731276637
Largest extracted threshold: 161.05137381382164
Investigating lambda[j=11][4]...
# extracted thresholds: 800
Smallest extracted threshold: -69.52584036011305
Largest extracted threshold: 190.22888761951447
Investigating lambda[j=11][5]...
# extracted thresholds: 533
Smallest extracted threshold: -10.882040085419154
Largest extracted threshold: 13.021579221703036
Processing merged stats file; extracting SS for 1957 candidates of interest.
(*_all: 10771)
*** Changing lambda[j=11][1] from 0.7906 (BLEU: 0.5588) to 0.7977 (BLEU: 0.5593) ***
*** Old lambda[j=11]: {0.7905843003183938, 0.3220900611267046, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
*** New lambda[j=11]: {0.7976685406193069, 0.3220900611267046, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
Keeping thresholds for lambda[j=11][1] from previous step.
Investigating lambda[j=11][2]...
# extracted thresholds: 956
Smallest extracted threshold: -23.71815991289899
Largest extracted threshold: 177.62795371361568
Investigating lambda[j=11][3]...
# extracted thresholds: 617
Smallest extracted threshold: -213.72390007515227
Largest extracted threshold: 164.54390428216712
Investigating lambda[j=11][4]...
# extracted thresholds: 800
Smallest extracted threshold: -68.5092518769286
Largest extracted threshold: 190.32665013566694
Investigating lambda[j=11][5]...
# extracted thresholds: 535
Smallest extracted threshold: -10.954318924249678
Largest extracted threshold: 13.111133790472506
Processing merged stats file; extracting SS for 2543 candidates of interest.
(*_all: 10777)
*** Not changing any weight in lambda[j=11] ***
*** lambda[j=11]: {0.7976685406193069, 0.3220900611267046, 0.7968172779695493, -0.3726605064220807, -0.15224529986879354} ***
Final lambda[j=11]: {1.0, 0.4037893494917513, 0.9989328115546631, -0.4671871679090521, -0.19086286109590186}
(Final BLEU[j=11]: 0.5592822054370594)
+++ Optimization of lambda[j=12] starting @ Fri May 08 13:25:56 EDT 2009 +++
Initial lambda[j=12]: {0.8120316968120715, -0.30617849377361295, 0.600182512444631, 0.030178004840903272, -0.5374245946575709}
(Initial BLEU[j=12]: 0.5066792960780835)
Investigating lambda[j=12][1]...
# extracted thresholds: 521
Smallest extracted threshold: 0.10109263246433116
Largest extracted threshold: 44.77398190284308
Investigating lambda[j=12][2]...
# extracted thresholds: 925
Smallest extracted threshold: -28.213326363484324
Largest extracted threshold: 130.1664441742241
Investigating lambda[j=12][3]...
# extracted thresholds: 614
Smallest extracted threshold: -389.4746217488923
Largest extracted threshold: 102.5603597849036
Investigating lambda[j=12][4]...
# extracted thresholds: 822
Smallest extracted threshold: -52.90202671306181
Largest extracted threshold: 301.7990037775978
Investigating lambda[j=12][5]...
# extracted thresholds: 569
Smallest extracted threshold: -13.246135692529753
Largest extracted threshold: 15.941406468692021
Processing merged stats file; extracting SS for 2586 candidates of interest.
(*_all: 10913)
*** Changing lambda[j=12][2] from -0.3062 (BLEU: 0.5067) to -0.0179 (BLEU: 0.5596) ***
*** Old lambda[j=12]: {0.8120316968120715, -0.30617849377361295, 0.600182512444631, 0.030178004840903272, -0.5374245946575709} ***
*** New lambda[j=12]: {0.8120316968120715, -0.017891605499851332, 0.600182512444631, 0.030178004840903272, -0.5374245946575709} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 514
Smallest extracted threshold: 0.10001882226551331
Largest extracted threshold: 39.78216805474733
Keeping thresholds for lambda[j=12][2] from previous step.
Investigating lambda[j=12][3]...
# extracted thresholds: 595
Smallest extracted threshold: -298.25584551760596
Largest extracted threshold: 75.19284421009385
Investigating lambda[j=12][4]...
# extracted thresholds: 838
Smallest extracted threshold: -34.621352370357215
Largest extracted threshold: 260.03023633948305
Investigating lambda[j=12][5]...
# extracted thresholds: 571
Smallest extracted threshold: -11.554371708317356
Largest extracted threshold: 12.536264855851657
Processing merged stats file; extracting SS for 2033 candidates of interest.
(*_all: 10919)
*** Changing lambda[j=12][1] from 0.8120 (BLEU: 0.5596) to 0.6639 (BLEU: 0.5655) ***
*** Old lambda[j=12]: {0.8120316968120715, -0.017891605499851332, 0.600182512444631, 0.030178004840903272, -0.5374245946575709} ***
*** New lambda[j=12]: {0.6638994044032185, -0.017891605499851332, 0.600182512444631, 0.030178004840903272, -0.5374245946575709} ***
Keeping thresholds for lambda[j=12][1] from previous step.
Investigating lambda[j=12][2]...
# extracted thresholds: 946
Smallest extracted threshold: -22.852437452130665
Largest extracted threshold: 99.94049842963607
Investigating lambda[j=12][3]...
# extracted thresholds: 597
Smallest extracted threshold: -247.8538330254956
Largest extracted threshold: 59.752521598010794
Investigating lambda[j=12][4]...
# extracted thresholds: 866
Smallest extracted threshold: -55.87833633107542
Largest extracted threshold: 218.0542740055856
Investigating lambda[j=12][5]...
# extracted thresholds: 593
Smallest extracted threshold: -9.365649013738132
Largest extracted threshold: 10.663668359400424
Processing merged stats file; extracting SS for 2585 candidates of interest.
(*_all: 10925)
*** Changing lambda[j=12][3] from 0.6002 (BLEU: 0.5655) to 0.6989 (BLEU: 0.5669) ***
*** Old lambda[j=12]: {0.6638994044032185, -0.017891605499851332, 0.600182512444631, 0.030178004840903272, -0.5374245946575709} ***
*** New lambda[j=12]: {0.6638994044032185, -0.017891605499851332, 0.6988611417412008, 0.030178004840903272, -0.5374245946575709} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 511
Smallest extracted threshold: 0.10048845729944295
Largest extracted threshold: 45.966028823999174
Investigating lambda[j=12][2]...
# extracted thresholds: 920
Smallest extracted threshold: -23.27338299735808
Largest extracted threshold: 104.72024453618846
Keeping thresholds for lambda[j=12][3] from previous step.
Investigating lambda[j=12][4]...
# extracted thresholds: 870
Smallest extracted threshold: -62.440465179310536
Largest extracted threshold: 251.56553651469454
Investigating lambda[j=12][5]...
# extracted thresholds: 586
Smallest extracted threshold: -9.688737728390686
Largest extracted threshold: 11.040008235269422
Processing merged stats file; extracting SS for 2467 candidates of interest.
(*_all: 10925)
*** Changing lambda[j=12][2] from -0.0179 (BLEU: 0.5669) to -0.0124 (BLEU: 0.5681) ***
*** Old lambda[j=12]: {0.6638994044032185, -0.017891605499851332, 0.6988611417412008, 0.030178004840903272, -0.5374245946575709} ***
*** New lambda[j=12]: {0.6638994044032185, -0.012449285314401209, 0.6988611417412008, 0.030178004840903272, -0.5374245946575709} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 509
Smallest extracted threshold: 0.10001277080759415
Largest extracted threshold: 47.08351856874533
Keeping thresholds for lambda[j=12][2] from previous step.
Investigating lambda[j=12][3]...
# extracted thresholds: 597
Smallest extracted threshold: -246.13179221348202
Largest extracted threshold: 60.5178932267579
Investigating lambda[j=12][4]...
# extracted thresholds: 879
Smallest extracted threshold: -64.07860355513519
Largest extracted threshold: 250.02318297413808
Investigating lambda[j=12][5]...
# extracted thresholds: 585
Smallest extracted threshold: -9.710019076977938
Largest extracted threshold: 11.027497154383333
Processing merged stats file; extracting SS for 2025 candidates of interest.
(*_all: 10925)
*** Changing lambda[j=12][4] from 0.0302 (BLEU: 0.5681) to 0.0244 (BLEU: 0.5692) ***
*** Old lambda[j=12]: {0.6638994044032185, -0.012449285314401209, 0.6988611417412008, 0.030178004840903272, -0.5374245946575709} ***
*** New lambda[j=12]: {0.6638994044032185, -0.012449285314401209, 0.6988611417412008, 0.02442664221736118, -0.5374245946575709} ***
Investigating lambda[j=12][1]...
# extracted thresholds: 513
Smallest extracted threshold: 0.10133682928683564
Largest extracted threshold: 45.96967134065251
Investigating lambda[j=12][2]...
# extracted thresholds: 925
Smallest extracted threshold: -22.85841126376063
Largest extracted threshold: 105.85506027384608
Investigating lambda[j=12][3]...
# extracted thresholds: 592
Smallest extracted threshold: -246.7294546461119
Largest extracted threshold: 60.35723849747362
Keeping thresholds for lambda[j=12][4] from previous step.
Investigating lambda[j=12][5]...
# extracted thresholds: 586
Smallest extracted threshold: -9.573387855479789
Largest extracted threshold: 11.03874867068824
Processing merged stats file; extracting SS for 2187 candidates of interest.
(*_all: 10925)
*** Not changing any weight in lambda[j=12] ***
*** lambda[j=12]: {0.6638994044032185, -0.012449285314401209, 0.6988611417412008, 0.02442664221736118, -0.5374245946575709} ***
Final lambda[j=12]: {1.0, -0.018751764547208647, 1.0526611970218736, 0.03679268584269687, -0.8094970278526816}
(Final BLEU[j=12]: 0.5691536255174485)
+++ Optimization of lambda[j=13] starting @ Fri May 08 13:25:57 EDT 2009 +++
Initial lambda[j=13]: {0.8761140721080286, 0.7394870967028295, -0.49687937644226654, -0.5936342893378854, -2.8772763402814805}
(Initial BLEU[j=13]: 0.47023484417208267)
Investigating lambda[j=13][1]...
# extracted thresholds: 402
Smallest extracted threshold: 0.10010216286240677
Largest extracted threshold: 491.4175278051863
Investigating lambda[j=13][2]...
# extracted thresholds: 720
Smallest extracted threshold: -130.12690108119395
Largest extracted threshold: 312.1971268238478
Investigating lambda[j=13][3]...
# extracted thresholds: 588
Smallest extracted threshold: -229.86176172690477
Largest extracted threshold: 542.6170583402702
Investigating lambda[j=13][4]...
# extracted thresholds: 631
Smallest extracted threshold: -688.1897340693273
Largest extracted threshold: 820.2459523754624
Investigating lambda[j=13][5]...
# extracted thresholds: 427
Smallest extracted threshold: -17.753586595836655
Largest extracted threshold: 13.810067325259261
Processing merged stats file; extracting SS for 1968 candidates of interest.
(*_all: 10938)
*** Changing lambda[j=13][1] from 0.8761 (BLEU: 0.4702) to 4.5390 (BLEU: 0.5419) ***
*** Old lambda[j=13]: {0.8761140721080286, 0.7394870967028295, -0.49687937644226654, -0.5936342893378854, -2.8772763402814805} ***
*** New lambda[j=13]: {4.538963766794852, 0.7394870967028295, -0.49687937644226654, -0.5936342893378854, -2.8772763402814805} ***
Keeping thresholds for lambda[j=13][1] from previous step.
Investigating lambda[j=13][2]...
# extracted thresholds: 827
Smallest extracted threshold: -161.4804306899558
Largest extracted threshold: 1600.2839189523627
Investigating lambda[j=13][3]...
# extracted thresholds: 619
Smallest extracted threshold: -1476.1463703440454
Largest extracted threshold: 518.9010764536587
Investigating lambda[j=13][4]...
# extracted thresholds: 678
Smallest extracted threshold: -162.57080288054712
Largest extracted threshold: 4001.0646272421354
Investigating lambda[j=13][5]...
# extracted thresholds: 474
Smallest extracted threshold: -67.89175331580373
Largest extracted threshold: 77.65674460707012
Processing merged stats file; extracting SS for 2216 candidates of interest.
(*_all: 10946)
*** Changing lambda[j=13][3] from -0.4969 (BLEU: 0.5419) to 4.2685 (BLEU: 0.5597) ***
*** Old lambda[j=13]: {4.538963766794852, 0.7394870967028295, -0.49687937644226654, -0.5936342893378854, -2.8772763402814805} ***
*** New lambda[j=13]: {4.538963766794852, 0.7394870967028295, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
Investigating lambda[j=13][1]...
# extracted thresholds: 559
Smallest extracted threshold: 0.11559461664243485
Largest extracted threshold: 304.36435530427303
Investigating lambda[j=13][2]...
# extracted thresholds: 935
Smallest extracted threshold: -107.9911385003047
Largest extracted threshold: 805.8277330079779
Keeping thresholds for lambda[j=13][3] from previous step.
Investigating lambda[j=13][4]...
# extracted thresholds: 846
Smallest extracted threshold: -479.46589138210004
Largest extracted threshold: 1302.6361747448855
Investigating lambda[j=13][5]...
# extracted thresholds: 567
Smallest extracted threshold: -61.349823182236804
Largest extracted threshold: 73.11915649485738
Processing merged stats file; extracting SS for 2528 candidates of interest.
(*_all: 10966)
*** Changing lambda[j=13][2] from 0.7395 (BLEU: 0.5597) to 0.3101 (BLEU: 0.5666) ***
*** Old lambda[j=13]: {4.538963766794852, 0.7394870967028295, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
*** New lambda[j=13]: {4.538963766794852, 0.310120619530151, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
Investigating lambda[j=13][1]...
# extracted thresholds: 598
Smallest extracted threshold: 0.11559461664243485
Largest extracted threshold: 216.20110532481965
Keeping thresholds for lambda[j=13][2] from previous step.
Investigating lambda[j=13][3]...
# extracted thresholds: 608
Smallest extracted threshold: -1612.005079829433
Largest extracted threshold: 458.517837547273
Investigating lambda[j=13][4]...
# extracted thresholds: 848
Smallest extracted threshold: -350.22658175287
Largest extracted threshold: 1424.3186343756056
Investigating lambda[j=13][5]...
# extracted thresholds: 581
Smallest extracted threshold: -59.76857008699397
Largest extracted threshold: 74.10620586766812
Processing merged stats file; extracting SS for 2106 candidates of interest.
(*_all: 10968)
*** Changing lambda[j=13][1] from 4.5390 (BLEU: 0.5666) to 4.4605 (BLEU: 0.5676) ***
*** Old lambda[j=13]: {4.538963766794852, 0.310120619530151, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
*** New lambda[j=13]: {4.460543359462527, 0.310120619530151, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
Keeping thresholds for lambda[j=13][1] from previous step.
Investigating lambda[j=13][2]...
# extracted thresholds: 944
Smallest extracted threshold: -105.15311388558337
Largest extracted threshold: 800.2010687818856
Investigating lambda[j=13][3]...
# extracted thresholds: 610
Smallest extracted threshold: -1585.3225362346082
Largest extracted threshold: 450.34381708966686
Investigating lambda[j=13][4]...
# extracted thresholds: 849
Smallest extracted threshold: -361.4799102050666
Largest extracted threshold: 1423.2364327544183
Investigating lambda[j=13][5]...
# extracted thresholds: 578
Smallest extracted threshold: -58.68059960825704
Largest extracted threshold: 73.11486375290848
Processing merged stats file; extracting SS for 2610 candidates of interest.
(*_all: 10968)
*** Changing lambda[j=13][2] from 0.3101 (BLEU: 0.5676) to 0.3350 (BLEU: 0.5677) ***
*** Old lambda[j=13]: {4.460543359462527, 0.310120619530151, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
*** New lambda[j=13]: {4.460543359462527, 0.3349666364600438, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
Investigating lambda[j=13][1]...
# extracted thresholds: 592
Smallest extracted threshold: 0.11559461664243485
Largest extracted threshold: 221.30282080109126
Keeping thresholds for lambda[j=13][2] from previous step.
Investigating lambda[j=13][3]...
# extracted thresholds: 609
Smallest extracted threshold: -1577.460842377708
Largest extracted threshold: 453.8379952705746
Investigating lambda[j=13][4]...
# extracted thresholds: 857
Smallest extracted threshold: -368.95856130096416
Largest extracted threshold: 1416.1950715564901
Investigating lambda[j=13][5]...
# extracted thresholds: 581
Smallest extracted threshold: -58.7721014912954
Largest extracted threshold: 73.05774647260989
Processing merged stats file; extracting SS for 2106 candidates of interest.
(*_all: 10969)
*** Not changing any weight in lambda[j=13] ***
*** lambda[j=13]: {4.460543359462527, 0.3349666364600438, 4.268460300261801, -0.5936342893378854, -2.8772763402814805} ***
Final lambda[j=13]: {1.0, 0.07509547816623077, 0.9569372958132458, -0.1330856448415772, -0.6450506380971887}
(Final BLEU[j=13]: 0.567657791970334)
+++ Optimization of lambda[j=14] starting @ Fri May 08 13:25:57 EDT 2009 +++
Initial lambda[j=14]: {1.247924160487885, 0.48351436993788566, 0.5367427359400352, 0.022831259820368377, -0.26079890797837724}
(Initial BLEU[j=14]: 0.5410799773820146)
Investigating lambda[j=14][1]...
# extracted thresholds: 509
Smallest extracted threshold: 0.10522148477345472
Largest extracted threshold: 137.3391493980267
Investigating lambda[j=14][2]...
# extracted thresholds: 847
Smallest extracted threshold: -46.23039755429766
Largest extracted threshold: 326.5470194449045
Investigating lambda[j=14][3]...
# extracted thresholds: 619
Smallest extracted threshold: -278.67386914036405
Largest extracted threshold: 197.76727380036021
Investigating lambda[j=14][4]...
# extracted thresholds: 708
Smallest extracted threshold: -58.74746329274863
Largest extracted threshold: 690.4049139221338
Investigating lambda[j=14][5]...
# extracted thresholds: 523
Smallest extracted threshold: -23.64341618324115
Largest extracted threshold: 16.66631582851123
Processing merged stats file; extracting SS for 2623 candidates of interest.
(*_all: 11004)
*** Changing lambda[j=14][5] from -0.2608 (BLEU: 0.5411) to -2.9036 (BLEU: 0.5584) ***
*** Old lambda[j=14]: {1.247924160487885, 0.48351436993788566, 0.5367427359400352, 0.022831259820368377, -0.26079890797837724} ***
*** New lambda[j=14]: {1.247924160487885, 0.48351436993788566, 0.5367427359400352, 0.022831259820368377, -2.9035787583308865} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 480
Smallest extracted threshold: 0.10123493791203159
Largest extracted threshold: 137.3391493980267
Investigating lambda[j=14][2]...
# extracted thresholds: 906
Smallest extracted threshold: -32.65970118909287
Largest extracted threshold: 268.73276314564106
Investigating lambda[j=14][3]...
# extracted thresholds: 632
Smallest extracted threshold: -374.2544070614423
Largest extracted threshold: 198.56443870068765
Investigating lambda[j=14][4]...
# extracted thresholds: 750
Smallest extracted threshold: -632.230690820573
Largest extracted threshold: 461.0116229114902
Keeping thresholds for lambda[j=14][5] from previous step.
Processing merged stats file; extracting SS for 2441 candidates of interest.
(*_all: 11007)
*** Changing lambda[j=14][2] from 0.4835 (BLEU: 0.5584) to 0.2910 (BLEU: 0.5621) ***
*** Old lambda[j=14]: {1.247924160487885, 0.48351436993788566, 0.5367427359400352, 0.022831259820368377, -2.9035787583308865} ***
*** New lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5367427359400352, 0.022831259820368377, -2.9035787583308865} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 504
Smallest extracted threshold: 0.10204750091341885
Largest extracted threshold: 97.8037798132978
Keeping thresholds for lambda[j=14][2] from previous step.
Investigating lambda[j=14][3]...
# extracted thresholds: 614
Smallest extracted threshold: -435.1780265067411
Largest extracted threshold: 177.21964216959188
Investigating lambda[j=14][4]...
# extracted thresholds: 768
Smallest extracted threshold: -574.2754331337342
Largest extracted threshold: 466.5183351036494
Investigating lambda[j=14][5]...
# extracted thresholds: 520
Smallest extracted threshold: -19.965118192826854
Largest extracted threshold: 17.10894199941058
Processing merged stats file; extracting SS for 1882 candidates of interest.
(*_all: 11012)
*** Changing lambda[j=14][5] from -2.9036 (BLEU: 0.5621) to -2.7999 (BLEU: 0.5625) ***
*** Old lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5367427359400352, 0.022831259820368377, -2.9035787583308865} ***
*** New lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5367427359400352, 0.022831259820368377, -2.7999040650616562} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 506
Smallest extracted threshold: 0.10204750091341885
Largest extracted threshold: 97.8037798132978
Investigating lambda[j=14][2]...
# extracted thresholds: 917
Smallest extracted threshold: -32.65970118909287
Largest extracted threshold: 263.1019313674561
Investigating lambda[j=14][3]...
# extracted thresholds: 612
Smallest extracted threshold: -431.4284584335045
Largest extracted threshold: 173.1292042715148
Investigating lambda[j=14][4]...
# extracted thresholds: 759
Smallest extracted threshold: -551.7780246942577
Largest extracted threshold: 475.5172984794208
Keeping thresholds for lambda[j=14][5] from previous step.
Processing merged stats file; extracting SS for 2411 candidates of interest.
(*_all: 11014)
*** Changing lambda[j=14][3] from 0.5367 (BLEU: 0.5625) to 0.5775 (BLEU: 0.5631) ***
*** Old lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5367427359400352, 0.022831259820368377, -2.7999040650616562} ***
*** New lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 508
Smallest extracted threshold: 0.10204750091341885
Largest extracted threshold: 100.36088041751783
Investigating lambda[j=14][2]...
# extracted thresholds: 923
Smallest extracted threshold: -31.691514645038676
Largest extracted threshold: 265.0784137161295
Keeping thresholds for lambda[j=14][3] from previous step.
Investigating lambda[j=14][4]...
# extracted thresholds: 774
Smallest extracted threshold: -554.4915436865087
Largest extracted threshold: 448.3902695163547
Investigating lambda[j=14][5]...
# extracted thresholds: 523
Smallest extracted threshold: -19.84279782246858
Largest extracted threshold: 17.26456305232328
Processing merged stats file; extracting SS for 2206 candidates of interest.
(*_all: 11014)
*** Changing lambda[j=14][1] from 1.2479 (BLEU: 0.5631) to 1.4230 (BLEU: 0.5640) ***
*** Old lambda[j=14]: {1.247924160487885, 0.2909719855966655, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
*** New lambda[j=14]: {1.4229858991618554, 0.2909719855966655, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
Keeping thresholds for lambda[j=14][1] from previous step.
Investigating lambda[j=14][2]...
# extracted thresholds: 917
Smallest extracted threshold: -37.97881720275572
Largest extracted threshold: 277.6390934659869
Investigating lambda[j=14][3]...
# extracted thresholds: 610
Smallest extracted threshold: -490.9932150173212
Largest extracted threshold: 182.10509705443567
Investigating lambda[j=14][4]...
# extracted thresholds: 766
Smallest extracted threshold: -529.3701841867363
Largest extracted threshold: 600.4138833808626
Investigating lambda[j=14][5]...
# extracted thresholds: 514
Smallest extracted threshold: -22.636525016145857
Largest extracted threshold: 19.477584893629412
Processing merged stats file; extracting SS for 2432 candidates of interest.
(*_all: 11016)
*** Changing lambda[j=14][2] from 0.2910 (BLEU: 0.5640) to 0.2554 (BLEU: 0.5644) ***
*** Old lambda[j=14]: {1.4229858991618554, 0.2909719855966655, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
*** New lambda[j=14]: {1.4229858991618554, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 507
Smallest extracted threshold: 0.10118680995846623
Largest extracted threshold: 93.051226534179
Keeping thresholds for lambda[j=14][2] from previous step.
Investigating lambda[j=14][3]...
# extracted thresholds: 610
Smallest extracted threshold: -502.2573204536187
Largest extracted threshold: 182.10509705443567
Investigating lambda[j=14][4]...
# extracted thresholds: 772
Smallest extracted threshold: -518.6548961077201
Largest extracted threshold: 601.4320137431855
Investigating lambda[j=14][5]...
# extracted thresholds: 521
Smallest extracted threshold: -22.47747803308512
Largest extracted threshold: 19.559421591830702
Processing merged stats file; extracting SS for 1922 candidates of interest.
(*_all: 11018)
*** Changing lambda[j=14][5] from -2.7999 (BLEU: 0.5644) to -2.6830 (BLEU: 0.5645) ***
*** Old lambda[j=14]: {1.4229858991618554, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.7999040650616562} ***
*** New lambda[j=14]: {1.4229858991618554, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.683000949680598} ***
Investigating lambda[j=14][1]...
# extracted thresholds: 518
Smallest extracted threshold: 0.10679718598247313
Largest extracted threshold: 93.051226534179
Investigating lambda[j=14][2]...
# extracted thresholds: 925
Smallest extracted threshold: -37.978817202755884
Largest extracted threshold: 271.2897930118532
Investigating lambda[j=14][3]...
# extracted thresholds: 610
Smallest extracted threshold: -498.02932444733733
Largest extracted threshold: 177.49273777485536
Investigating lambda[j=14][4]...
# extracted thresholds: 764
Smallest extracted threshold: -493.28692006997557
Largest extracted threshold: 611.5792041582631
Keeping thresholds for lambda[j=14][5] from previous step.
Processing merged stats file; extracting SS for 2470 candidates of interest.
(*_all: 11020)
*** Changing lambda[j=14][1] from 1.4230 (BLEU: 0.5645) to 1.3518 (BLEU: 0.5650) ***
*** Old lambda[j=14]: {1.4229858991618554, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.683000949680598} ***
*** New lambda[j=14]: {1.351753660426548, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.683000949680598} ***
Keeping thresholds for lambda[j=14][1] from previous step.
Investigating lambda[j=14][2]...
# extracted thresholds: 915
Smallest extracted threshold: -35.42052753772227
Largest extracted threshold: 266.1788798825946
Investigating lambda[j=14][3]...
# extracted thresholds: 608
Smallest extracted threshold: -473.79255521765015
Largest extracted threshold: 173.84046662515377
Investigating lambda[j=14][4]...
# extracted thresholds: 774
Smallest extracted threshold: -503.5087463285148
Largest extracted threshold: 549.7211280405096
Investigating lambda[j=14][5]...
# extracted thresholds: 518
Smallest extracted threshold: -21.34071654580232
Largest extracted threshold: 18.65894784285264
Processing merged stats file; extracting SS for 2436 candidates of interest.
(*_all: 11020)
*** Not changing any weight in lambda[j=14] ***
*** lambda[j=14]: {1.351753660426548, 0.25537302187910527, 0.5775475328158786, 0.022831259820368377, -2.683000949680598} ***
Final lambda[j=14]: {1.0, 0.18891979312156765, 0.4272579758605074, 0.016890103935922714, -1.9848298016326233}
(Final BLEU[j=14]: 0.5649874571394351)
+++ Optimization of lambda[j=15] starting @ Fri May 08 13:25:58 EDT 2009 +++
Initial lambda[j=15]: {1.2780428468438731, -0.05677994664871333, 0.8850165455395196, 0.1688740545045293, -0.4204770467988084}
(Initial BLEU[j=15]: 0.5511011740129156)
Investigating lambda[j=15][1]...
# extracted thresholds: 414
Smallest extracted threshold: 0.10190562857969294
Largest extracted threshold: 76.50749636431507
Investigating lambda[j=15][2]...
# extracted thresholds: 911
Smallest extracted threshold: -57.5868687592543
Largest extracted threshold: 256.88511561123175
Investigating lambda[j=15][3]...
# extracted thresholds: 593
Smallest extracted threshold: -450.47862445266844
Largest extracted threshold: 123.86382688446866
Investigating lambda[j=15][4]...
# extracted thresholds: 817
Smallest extracted threshold: -18.783520922294727
Largest extracted threshold: 486.61990753666106
Investigating lambda[j=15][5]...
# extracted thresholds: 570
Smallest extracted threshold: -20.145060393985673
Largest extracted threshold: 19.331651011746878
Processing merged stats file; extracting SS for 2517 candidates of interest.
(*_all: 11033)
*** Changing lambda[j=15][5] from -0.4205 (BLEU: 0.5511) to -1.6963 (BLEU: 0.5630) ***
*** Old lambda[j=15]: {1.2780428468438731, -0.05677994664871333, 0.8850165455395196, 0.1688740545045293, -0.4204770467988084} ***
*** New lambda[j=15]: {1.2780428468438731, -0.05677994664871333, 0.8850165455395196, 0.1688740545045293, -1.696273913431968} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 520
Smallest extracted threshold: 0.10387874278964754
Largest extracted threshold: 76.50749636431507
Investigating lambda[j=15][2]...
# extracted thresholds: 938
Smallest extracted threshold: -43.553103226289785
Largest extracted threshold: 193.37547822946615
Investigating lambda[j=15][3]...
# extracted thresholds: 580
Smallest extracted threshold: -496.6199444625654
Largest extracted threshold: 109.02352680327533
Investigating lambda[j=15][4]...
# extracted thresholds: 839
Smallest extracted threshold: -226.45512703027944
Largest extracted threshold: 375.8807395128807
Keeping thresholds for lambda[j=15][5] from previous step.
Processing merged stats file; extracting SS for 2484 candidates of interest.
(*_all: 11039)
*** Changing lambda[j=15][2] from -0.0568 (BLEU: 0.5630) to -0.0209 (BLEU: 0.5653) ***
*** Old lambda[j=15]: {1.2780428468438731, -0.05677994664871333, 0.8850165455395196, 0.1688740545045293, -1.696273913431968} ***
*** New lambda[j=15]: {1.2780428468438731, -0.020878593415307553, 0.8850165455395196, 0.1688740545045293, -1.696273913431968} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 533
Smallest extracted threshold: 0.10262233073450137
Largest extracted threshold: 83.87924089490696
Keeping thresholds for lambda[j=15][2] from previous step.
Investigating lambda[j=15][3]...
# extracted thresholds: 597
Smallest extracted threshold: -485.26015794363053
Largest extracted threshold: 110.45622585690003
Investigating lambda[j=15][4]...
# extracted thresholds: 839
Smallest extracted threshold: -237.2614343535689
Largest extracted threshold: 374.8539608104046
Investigating lambda[j=15][5]...
# extracted thresholds: 566
Smallest extracted threshold: -20.305458375367184
Largest extracted threshold: 19.24911916523331
Processing merged stats file; extracting SS for 2062 candidates of interest.
(*_all: 11042)
*** Changing lambda[j=15][3] from 0.8850 (BLEU: 0.5653) to 1.1364 (BLEU: 0.5688) ***
*** Old lambda[j=15]: {1.2780428468438731, -0.020878593415307553, 0.8850165455395196, 0.1688740545045293, -1.696273913431968} ***
*** New lambda[j=15]: {1.2780428468438731, -0.020878593415307553, 1.136429936553212, 0.1688740545045293, -1.696273913431968} ***
Investigating lambda[j=15][1]...
# extracted thresholds: 528
Smallest extracted threshold: 0.10722446928689977
Largest extracted threshold: 99.63448006509856
Investigating lambda[j=15][2]...
# extracted thresholds: 950
Smallest extracted threshold: -44.625588198082276
Largest extracted threshold: 205.5533143566926
Keeping thresholds for lambda[j=15][3] from previous step.
Investigating lambda[j=15][4]...
# extracted thresholds: 861
Smallest extracted threshold: -253.9804248560124
Largest extracted threshold: 409.4855911137514
Investigating lambda[j=15][5]...
# extracted thresholds: 580
Smallest extracted threshold: -19.864572324324122
Largest extracted threshold: 20.20795782199586
Processing merged stats file; extracting SS for 2449 candidates of interest.
(*_all: 11047)
*** Changing lambda[j=15][1] from 1.2780 (BLEU: 0.5688) to 1.2662 (BLEU: 0.5688) ***
*** Old lambda[j=15]: {1.2780428468438731, -0.020878593415307553, 1.136429936553212, 0.1688740545045293, -1.696273913431968} ***
*** New lambda[j=15]: {1.2662087361855898, -0.020878593415307553, 1.136429936553212, 0.1688740545045293, -1.696273913431968} ***
Keeping thresholds for lambda[j=15][1] from previous step.
Investigating lambda[j=15][2]...
# extracted thresholds: 943
Smallest extracted threshold: -44.19731323134763
Largest extracted threshold: 204.7042169169602
Investigating lambda[j=15][3]...
# extracted thresholds: 595
Smallest extracted threshold: -481.23360179214825
Largest extracted threshold: 109.22271705595152
Investigating lambda[j=15][4]...
# extracted thresholds: 860
Smallest extracted threshold: -255.67861973548293
Largest extracted threshold: 409.32228038666517
Investigating lambda[j=15][5]...
# extracted thresholds: 585
Smallest extracted threshold: -19.791146428538667
Largest extracted threshold: 20.058358340363903
Processing merged stats file; extracting SS for 2562 candidates of interest.
(*_all: 11048)
*** Not changing any weight in lambda[j=15] ***
*** lambda[j=15]: {1.2662087361855898, -0.020878593415307553, 1.136429936553212, 0.1688740545045293, -1.696273913431968} ***
Final lambda[j=15]: {1.0, -0.016489061257153853, 0.8975059988739834, 0.13336983838324837, -1.3396479308316374}
(Final BLEU[j=15]: 0.5688159618435641)
+++ Optimization of lambda[j=16] starting @ Fri May 08 13:25:58 EDT 2009 +++
Initial lambda[j=16]: {1.162274780637165, -0.5415968487545473, 0.5472404362582282, -0.8229512275018147, -4.130681866769014}
(Initial BLEU[j=16]: 0.4027890409840661)
Investigating lambda[j=16][1]...
# extracted thresholds: 548
Smallest extracted threshold: 0.18114890340806522
Largest extracted threshold: 221.05933541155605
Investigating lambda[j=16][2]...
# extracted thresholds: 734
Smallest extracted threshold: -176.5621175429482
Largest extracted threshold: 496.6263971073175
Investigating lambda[j=16][3]...
# extracted thresholds: 599
Smallest extracted threshold: -801.7456062445606
Largest extracted threshold: 647.5590923862968
Investigating lambda[j=16][4]...
# extracted thresholds: 812
Smallest extracted threshold: -602.942371604895
Largest extracted threshold: 355.3707910630691
Investigating lambda[j=16][5]...
# extracted thresholds: 538
Smallest extracted threshold: -11.11713502620005
Largest extracted threshold: 37.23407978936173
Processing merged stats file; extracting SS for 2607 candidates of interest.
(*_all: 11165)
*** Changing lambda[j=16][4] from -0.8230 (BLEU: 0.4028) to 1.4059 (BLEU: 0.5445) ***
*** Old lambda[j=16]: {1.162274780637165, -0.5415968487545473, 0.5472404362582282, -0.8229512275018147, -4.130681866769014} ***
*** New lambda[j=16]: {1.162274780637165, -0.5415968487545473, 0.5472404362582282, 1.4058508304171822, -4.130681866769014} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 366
Smallest extracted threshold: 0.10056791323533464
Largest extracted threshold: 195.35229188536925
Investigating lambda[j=16][2]...
# extracted thresholds: 882
Smallest extracted threshold: -100.39431412678852
Largest extracted threshold: 178.50973495676408
Investigating lambda[j=16][3]...
# extracted thresholds: 552
Smallest extracted threshold: -570.1359257258204
Largest extracted threshold: 241.20907522889027
Keeping thresholds for lambda[j=16][4] from previous step.
Investigating lambda[j=16][5]...
# extracted thresholds: 547
Smallest extracted threshold: -45.37302653036778
Largest extracted threshold: 15.274571711599304
Processing merged stats file; extracting SS for 2029 candidates of interest.
(*_all: 11196)
*** Changing lambda[j=16][1] from 1.1623 (BLEU: 0.5445) to 1.9796 (BLEU: 0.5475) ***
*** Old lambda[j=16]: {1.162274780637165, -0.5415968487545473, 0.5472404362582282, 1.4058508304171822, -4.130681866769014} ***
*** New lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 0.5472404362582282, 1.4058508304171822, -4.130681866769014} ***
Keeping thresholds for lambda[j=16][1] from previous step.
Investigating lambda[j=16][2]...
# extracted thresholds: 896
Smallest extracted threshold: -129.97489425146443
Largest extracted threshold: 486.9508027400456
Investigating lambda[j=16][3]...
# extracted thresholds: 583
Smallest extracted threshold: -848.2466632586066
Largest extracted threshold: 299.5149266440535
Investigating lambda[j=16][4]...
# extracted thresholds: 797
Smallest extracted threshold: -485.6495256503116
Largest extracted threshold: 1012.2660879869836
Investigating lambda[j=16][5]...
# extracted thresholds: 537
Smallest extracted threshold: -56.313377887143645
Largest extracted threshold: 29.000472968042867
Processing merged stats file; extracting SS for 2356 candidates of interest.
(*_all: 11198)
*** Changing lambda[j=16][3] from 0.5472 (BLEU: 0.5475) to 1.4926 (BLEU: 0.5547) ***
*** Old lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 0.5472404362582282, 1.4058508304171822, -4.130681866769014} ***
*** New lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 1.4925538831289815, 1.4058508304171822, -4.130681866769014} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 410
Smallest extracted threshold: 0.10887429968175205
Largest extracted threshold: 254.59193455593484
Investigating lambda[j=16][2]...
# extracted thresholds: 911
Smallest extracted threshold: -134.00743389191365
Largest extracted threshold: 257.50972470671957
Keeping thresholds for lambda[j=16][3] from previous step.
Investigating lambda[j=16][4]...
# extracted thresholds: 837
Smallest extracted threshold: -548.5128698673515
Largest extracted threshold: 687.6789677539113
Investigating lambda[j=16][5]...
# extracted thresholds: 555
Smallest extracted threshold: -54.07599384525551
Largest extracted threshold: 29.212507930146327
Processing merged stats file; extracting SS for 2230 candidates of interest.
(*_all: 11210)
*** Changing lambda[j=16][4] from 1.4059 (BLEU: 0.5547) to 1.3402 (BLEU: 0.5571) ***
*** Old lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 1.4925538831289815, 1.4058508304171822, -4.130681866769014} ***
*** New lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 1.4925538831289815, 1.3402309615748322, -4.130681866769014} ***
Investigating lambda[j=16][1]...
# extracted thresholds: 415
Smallest extracted threshold: 0.10336258579764479
Largest extracted threshold: 241.88355329013365
Investigating lambda[j=16][2]...
# extracted thresholds: 918
Smallest extracted threshold: -129.27283576025073
Largest extracted threshold: 251.48207104020275
Investigating lambda[j=16][3]...
# extracted thresholds: 571
Smallest extracted threshold: -855.0656612958079
Largest extracted threshold: 295.6652276719639
Keeping thresholds for lambda[j=16][4] from previous step.
Investigating lambda[j=16][5]...
# extracted thresholds: 554
Smallest extracted threshold: -52.51710712199847
Largest extracted threshold: 29.340881512640216
Processing merged stats file; extracting SS for 2113 candidates of interest.
(*_all: 11212)
*** Changing lambda[j=16][1] from 1.9796 (BLEU: 0.5571) to 2.0083 (BLEU: 0.5579) ***
*** Old lambda[j=16]: {1.9796465294477432, -0.5415968487545473, 1.4925538831289815, 1.3402309615748322, -4.130681866769014} ***
*** New lambda[j=16]: {2.008282012780285, -0.5415968487545473, 1.4925538831289815, 1.3402309615748322, -4.130681866769014} ***
Keeping thresholds for lambda[j=16][1] from previous step.
Investigating lambda[j=16][2]...
# extracted thresholds: 920
Smallest extracted threshold: -130.30915027731052
Largest extracted threshold: 262.28787521490233
Investigating lambda[j=16][3]...
# extracted thresholds: 570
Smallest extracted threshold: -864.8088844997035
Largest extracted threshold: 297.7078921496628
Investigating lambda[j=16][4]...
# extracted thresholds: 842
Smallest extracted threshold: -544.4036780091221
Largest extracted threshold: 688.0741374238999
Investigating lambda[j=16][5]...
# extracted thresholds: 553
Smallest extracted threshold: -52.69477877605474
Largest extracted threshold: 29.70287351918193
Processing merged stats file; extracting SS for 2401 candidates of interest.
(*_all: 11213)
*** Not changing any weight in lambda[j=16] ***
*** lambda[j=16]: {2.008282012780285, -0.5415968487545473, 1.4925538831289815, 1.3402309615748322, -4.130681866769014} ***
Final lambda[j=16]: {1.0, -0.2696816708549589, 0.7431993483139728, 0.6673519720068615, -2.0568236136569573}
(Final BLEU[j=16]: 0.5579008019421148)
+++ Optimization of lambda[j=17] starting @ Fri May 08 13:25:59 EDT 2009 +++
Initial lambda[j=17]: {0.9802569150950309, 0.8544923355896592, -0.11297826344187434, -0.19576386120338363, -3.5850403955345733}
(Initial BLEU[j=17]: 0.5392456701575437)
Investigating lambda[j=17][1]...
# extracted thresholds: 437
Smallest extracted threshold: 0.10131934006595573
Largest extracted threshold: 348.071251826128
Investigating lambda[j=17][2]...
# extracted thresholds: 778
Smallest extracted threshold: -87.37631556475787
Largest extracted threshold: 298.2002123687663
Investigating lambda[j=17][3]...
# extracted thresholds: 608
Smallest extracted threshold: -213.15888772346645
Largest extracted threshold: 320.5933582643394
Investigating lambda[j=17][4]...
# extracted thresholds: 671
Smallest extracted threshold: -886.9760370105441
Largest extracted threshold: 590.7430674745337
Investigating lambda[j=17][5]...
# extracted thresholds: 480
Smallest extracted threshold: -25.986636006494024
Largest extracted threshold: 14.941502025732877
Processing merged stats file; extracting SS for 2197 candidates of interest.
(*_all: 11223)
*** Changing lambda[j=17][1] from 0.9803 (BLEU: 0.5392) to 1.1662 (BLEU: 0.5504) ***
*** Old lambda[j=17]: {0.9802569150950309, 0.8544923355896592, -0.11297826344187434, -0.19576386120338363, -3.5850403955345733} ***
*** New lambda[j=17]: {1.1661876752606277, 0.8544923355896592, -0.11297826344187434, -0.19576386120338363, -3.5850403955345733} ***
Keeping thresholds for lambda[j=17][1] from previous step.
Investigating lambda[j=17][2]...
# extracted thresholds: 809
Smallest extracted threshold: -73.83435853269765
Largest extracted threshold: 311.54074441064813
Investigating lambda[j=17][3]...
# extracted thresholds: 605
Smallest extracted threshold: -276.42182886980765
Largest extracted threshold: 288.05048301845534
Investigating lambda[j=17][4]...
# extracted thresholds: 671
Smallest extracted threshold: -860.2949729267215
Largest extracted threshold: 752.2053396023726
Investigating lambda[j=17][5]...
# extracted thresholds: 479
Smallest extracted threshold: -27.894639759621935
Largest extracted threshold: 15.651169836793303
Processing merged stats file; extracting SS for 2146 candidates of interest.
(*_all: 11224)
*** Not changing any weight in lambda[j=17] ***
*** lambda[j=17]: {1.1661876752606277, 0.8544923355896592, -0.11297826344187434, -0.19576386120338363, -3.5850403955345733} ***
Final lambda[j=17]: {1.0, 0.7327228315962877, -0.09687828626436579, -0.16786651527562488, -3.0741539047163773}
(Final BLEU[j=17]: 0.5504242818386414)
+++ Optimization of lambda[j=18] starting @ Fri May 08 13:25:59 EDT 2009 +++
Initial lambda[j=18]: {0.768373750184882, -0.6465491522090645, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654}
(Initial BLEU[j=18]: 0.4515155841971907)
Investigating lambda[j=18][1]...
# extracted thresholds: 496
Smallest extracted threshold: 0.10171667502082765
Largest extracted threshold: 102.85031510914841
Investigating lambda[j=18][2]...
# extracted thresholds: 901
Smallest extracted threshold: -26.79592219696341
Largest extracted threshold: 171.33491664233577
Investigating lambda[j=18][3]...
# extracted thresholds: 614
Smallest extracted threshold: -540.7401568843115
Largest extracted threshold: 158.8078055470548
Investigating lambda[j=18][4]...
# extracted thresholds: 778
Smallest extracted threshold: -305.2212989936497
Largest extracted threshold: 288.2891605044297
Investigating lambda[j=18][5]...
# extracted thresholds: 536
Smallest extracted threshold: -23.764426855696776
Largest extracted threshold: 28.055430492013034
Processing merged stats file; extracting SS for 2473 candidates of interest.
(*_all: 11274)
*** Changing lambda[j=18][2] from -0.6465 (BLEU: 0.4515) to 0.2436 (BLEU: 0.5518) ***
*** Old lambda[j=18]: {0.768373750184882, -0.6465491522090645, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654} ***
*** New lambda[j=18]: {0.768373750184882, 0.24356947656105954, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 464
Smallest extracted threshold: 0.1076043070377807
Largest extracted threshold: 111.9427155275266
Keeping thresholds for lambda[j=18][2] from previous step.
Investigating lambda[j=18][3]...
# extracted thresholds: 606
Smallest extracted threshold: -259.0917874309773
Largest extracted threshold: 153.38578424955128
Investigating lambda[j=18][4]...
# extracted thresholds: 748
Smallest extracted threshold: -573.1470062540857
Largest extracted threshold: 238.74824627377993
Investigating lambda[j=18][5]...
# extracted thresholds: 519
Smallest extracted threshold: -16.11295345911456
Largest extracted threshold: 9.76459330443348
Processing merged stats file; extracting SS for 1841 candidates of interest.
(*_all: 11277)
*** Changing lambda[j=18][1] from 0.7684 (BLEU: 0.5518) to 1.7146 (BLEU: 0.5549) ***
*** Old lambda[j=18]: {0.768373750184882, 0.24356947656105954, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654} ***
*** New lambda[j=18]: {1.7145703751480292, 0.24356947656105954, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654} ***
Keeping thresholds for lambda[j=18][1] from previous step.
Investigating lambda[j=18][2]...
# extracted thresholds: 868
Smallest extracted threshold: -60.77835893782659
Largest extracted threshold: 431.38262146677766
Investigating lambda[j=18][3]...
# extracted thresholds: 619
Smallest extracted threshold: -581.0351890746764
Largest extracted threshold: 179.9479191106372
Investigating lambda[j=18][4]...
# extracted thresholds: 716
Smallest extracted threshold: -437.36779057156707
Largest extracted threshold: 1060.4253953919404
Investigating lambda[j=18][5]...
# extracted thresholds: 498
Smallest extracted threshold: -31.23042716921943
Largest extracted threshold: 24.2447281261059
Processing merged stats file; extracting SS for 2380 candidates of interest.
(*_all: 11280)
*** Changing lambda[j=18][3] from 0.2781 (BLEU: 0.5549) to 1.2483 (BLEU: 0.5601) ***
*** Old lambda[j=18]: {1.7145703751480292, 0.24356947656105954, 0.2781318404472164, 0.22977721689656372, -2.7262601823486654} ***
*** New lambda[j=18]: {1.7145703751480292, 0.24356947656105954, 1.24834786903755, 0.22977721689656372, -2.7262601823486654} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 534
Smallest extracted threshold: 0.10258122404401031
Largest extracted threshold: 172.74291998585113
Investigating lambda[j=18][2]...
# extracted thresholds: 937
Smallest extracted threshold: -53.965316104597754
Largest extracted threshold: 286.2193633682854
Keeping thresholds for lambda[j=18][3] from previous step.
Investigating lambda[j=18][4]...
# extracted thresholds: 821
Smallest extracted threshold: -501.88715647295805
Largest extracted threshold: 415.42577958495906
Investigating lambda[j=18][5]...
# extracted thresholds: 550
Smallest extracted threshold: -28.32201460425167
Largest extracted threshold: 25.42602694145353
Processing merged stats file; extracting SS for 2451 candidates of interest.
(*_all: 11290)
*** Changing lambda[j=18][2] from 0.2436 (BLEU: 0.5601) to 0.0727 (BLEU: 0.5668) ***
*** Old lambda[j=18]: {1.7145703751480292, 0.24356947656105954, 1.24834786903755, 0.22977721689656372, -2.7262601823486654} ***
*** New lambda[j=18]: {1.7145703751480292, 0.07269485623506766, 1.24834786903755, 0.22977721689656372, -2.7262601823486654} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 545
Smallest extracted threshold: 0.1202809461736427
Largest extracted threshold: 137.6566646122484
Keeping thresholds for lambda[j=18][2] from previous step.
Investigating lambda[j=18][3]...
# extracted thresholds: 594
Smallest extracted threshold: -635.1027668561555
Largest extracted threshold: 174.5633547271755
Investigating lambda[j=18][4]...
# extracted thresholds: 839
Smallest extracted threshold: -450.45389575472507
Largest extracted threshold: 426.9982852451094
Investigating lambda[j=18][5]...
# extracted thresholds: 559
Smallest extracted threshold: -27.55859089731128
Largest extracted threshold: 25.818842160593753
Processing merged stats file; extracting SS for 2039 candidates of interest.
(*_all: 11292)
*** Changing lambda[j=18][5] from -2.7263 (BLEU: 0.5668) to -2.5183 (BLEU: 0.5692) ***
*** Old lambda[j=18]: {1.7145703751480292, 0.07269485623506766, 1.24834786903755, 0.22977721689656372, -2.7262601823486654} ***
*** New lambda[j=18]: {1.7145703751480292, 0.07269485623506766, 1.24834786903755, 0.22977721689656372, -2.5183022460509257} ***
Investigating lambda[j=18][1]...
# extracted thresholds: 535
Smallest extracted threshold: 0.10597939151566077
Largest extracted threshold: 137.6566646122484
Investigating lambda[j=18][2]...
# extracted thresholds: 936
Smallest extracted threshold: -56.25285340387234
Largest extracted threshold: 274.9246479531144
Investigating lambda[j=18][3]...
# extracted thresholds: 603
Smallest extracted threshold: -627.5816214933863
Largest extracted threshold: 158.92570981723202
Investigating lambda[j=18][4]...
# extracted thresholds: 838
Smallest extracted threshold: -405.32702357801713
Largest extracted threshold: 438.3635425969322
Keeping thresholds for lambda[j=18][5] from previous step.
Processing merged stats file; extracting SS for 2524 candidates of interest.
(*_all: 11294)
*** Not changing any weight in lambda[j=18] ***
*** lambda[j=18]: {1.7145703751480292, 0.07269485623506766, 1.24834786903755, 0.22977721689656372, -2.5183022460509257} ***
Final lambda[j=18]: {1.0, 0.042398292475333055, 0.7280820240054436, 0.13401445646506382, -1.4687657517898647}
(Final BLEU[j=18]: 0.5691764586729939)
+++ Optimization of lambda[j=19] starting @ Fri May 08 13:25:59 EDT 2009 +++
Initial lambda[j=19]: {1.3031743266721691, -0.6236749885383894, -0.23530703999455294, 0.0864226074388681, -4.993859972039024}
(Initial BLEU[j=19]: 0.4430503405762641)
Investigating lambda[j=19][1]...
# extracted thresholds: 469
Smallest extracted threshold: 0.10014763854011495
Largest extracted threshold: 162.5271334845713
Investigating lambda[j=19][2]...
# extracted thresholds: 792
Smallest extracted threshold: -75.79141773083077
Largest extracted threshold: 336.2818321900795
Investigating lambda[j=19][3]...
# extracted thresholds: 624
Smallest extracted threshold: -812.3767453059188
Largest extracted threshold: 252.65491111278448
Investigating lambda[j=19][4]...
# extracted thresholds: 746
Smallest extracted threshold: -693.2880083469393
Largest extracted threshold: 872.4787645698771
Investigating lambda[j=19][5]...
# extracted thresholds: 522
Smallest extracted threshold: -31.070698139581552
Largest extracted threshold: 30.424879063601903
Processing merged stats file; extracting SS for 2274 candidates of interest.
(*_all: 11311)
*** Changing lambda[j=19][2] from -0.6237 (BLEU: 0.4431) to 0.9036 (BLEU: 0.5465) ***
*** Old lambda[j=19]: {1.3031743266721691, -0.6236749885383894, -0.23530703999455294, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.3031743266721691, 0.9035532384065487, -0.23530703999455294, 0.0864226074388681, -4.993859972039024} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 436
Smallest extracted threshold: 0.10556423660273626
Largest extracted threshold: 361.7136692508949
Keeping thresholds for lambda[j=19][2] from previous step.
Investigating lambda[j=19][3]...
# extracted thresholds: 604
Smallest extracted threshold: -329.1362804967755
Largest extracted threshold: 357.0209768076186
Investigating lambda[j=19][4]...
# extracted thresholds: 679
Smallest extracted threshold: -1152.9837046584403
Largest extracted threshold: 828.8000372792396
Investigating lambda[j=19][5]...
# extracted thresholds: 491
Smallest extracted threshold: -33.71456191563585
Largest extracted threshold: 19.747851301499786
Processing merged stats file; extracting SS for 1758 candidates of interest.
(*_all: 11318)
*** Changing lambda[j=19][1] from 1.3032 (BLEU: 0.5465) to 1.5305 (BLEU: 0.5488) ***
*** Old lambda[j=19]: {1.3031743266721691, 0.9035532384065487, -0.23530703999455294, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.5305421290455157, 0.9035532384065487, -0.23530703999455294, 0.0864226074388681, -4.993859972039024} ***
Keeping thresholds for lambda[j=19][1] from previous step.
Investigating lambda[j=19][2]...
# extracted thresholds: 812
Smallest extracted threshold: -63.99417123908714
Largest extracted threshold: 352.59547201036736
Investigating lambda[j=19][3]...
# extracted thresholds: 610
Smallest extracted threshold: -406.4981752543062
Largest extracted threshold: 356.52490160244133
Investigating lambda[j=19][4]...
# extracted thresholds: 659
Smallest extracted threshold: -1120.3564250177853
Largest extracted threshold: 1026.2462368602978
Investigating lambda[j=19][5]...
# extracted thresholds: 484
Smallest extracted threshold: -36.04778864951472
Largest extracted threshold: 20.54589447320834
Processing merged stats file; extracting SS for 2200 candidates of interest.
(*_all: 11319)
*** Changing lambda[j=19][3] from -0.2353 (BLEU: 0.5488) to 0.4386 (BLEU: 0.5520) ***
*** Old lambda[j=19]: {1.5305421290455157, 0.9035532384065487, -0.23530703999455294, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.5305421290455157, 0.9035532384065487, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 487
Smallest extracted threshold: 0.13105914110134792
Largest extracted threshold: 229.75146765144513
Investigating lambda[j=19][2]...
# extracted thresholds: 857
Smallest extracted threshold: -52.26790659009989
Largest extracted threshold: 385.2371417035237
Keeping thresholds for lambda[j=19][3] from previous step.
Investigating lambda[j=19][4]...
# extracted thresholds: 732
Smallest extracted threshold: -1165.170278635338
Largest extracted threshold: 578.2424791928903
Investigating lambda[j=19][5]...
# extracted thresholds: 515
Smallest extracted threshold: -36.286394224715856
Largest extracted threshold: 18.774633626424798
Processing merged stats file; extracting SS for 2106 candidates of interest.
(*_all: 11322)
*** Changing lambda[j=19][1] from 1.5305 (BLEU: 0.5520) to 1.8315 (BLEU: 0.5566) ***
*** Old lambda[j=19]: {1.5305421290455157, 0.9035532384065487, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.8315156370459644, 0.9035532384065487, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
Keeping thresholds for lambda[j=19][1] from previous step.
Investigating lambda[j=19][2]...
# extracted thresholds: 865
Smallest extracted threshold: -57.5532189452265
Largest extracted threshold: 406.83199090255647
Investigating lambda[j=19][3]...
# extracted thresholds: 626
Smallest extracted threshold: -508.90441135145267
Largest extracted threshold: 355.86823213043925
Investigating lambda[j=19][4]...
# extracted thresholds: 715
Smallest extracted threshold: -1121.9805802371711
Largest extracted threshold: 839.607873540529
Investigating lambda[j=19][5]...
# extracted thresholds: 513
Smallest extracted threshold: -39.37495569967287
Largest extracted threshold: 22.809053112093718
Processing merged stats file; extracting SS for 2349 candidates of interest.
(*_all: 11322)
*** Changing lambda[j=19][2] from 0.9036 (BLEU: 0.5566) to 0.7177 (BLEU: 0.5597) ***
*** Old lambda[j=19]: {1.8315156370459644, 0.9035532384065487, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.8315156370459644, 0.7177335151019568, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 489
Smallest extracted threshold: 0.1021100652499407
Largest extracted threshold: 191.596484466237
Keeping thresholds for lambda[j=19][2] from previous step.
Investigating lambda[j=19][3]...
# extracted thresholds: 615
Smallest extracted threshold: -567.7008688004113
Largest extracted threshold: 322.6909651695079
Investigating lambda[j=19][4]...
# extracted thresholds: 702
Smallest extracted threshold: -1066.0488435223574
Largest extracted threshold: 844.9223176270483
Investigating lambda[j=19][5]...
# extracted thresholds: 505
Smallest extracted threshold: -35.38896564423972
Largest extracted threshold: 23.236224889805438
Processing merged stats file; extracting SS for 1835 candidates of interest.
(*_all: 11322)
*** Changing lambda[j=19][3] from 0.4386 (BLEU: 0.5597) to 0.5706 (BLEU: 0.5604) ***
*** Old lambda[j=19]: {1.8315156370459644, 0.7177335151019568, 0.4385854956060997, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.8315156370459644, 0.7177335151019568, 0.5706005242458896, 0.0864226074388681, -4.993859972039024} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 490
Smallest extracted threshold: 0.1204593023970103
Largest extracted threshold: 199.86942626099662
Investigating lambda[j=19][2]...
# extracted thresholds: 884
Smallest extracted threshold: -54.42086235659139
Largest extracted threshold: 413.226468852296
Keeping thresholds for lambda[j=19][3] from previous step.
Investigating lambda[j=19][4]...
# extracted thresholds: 725
Smallest extracted threshold: -1074.8278429269187
Largest extracted threshold: 757.158726587295
Investigating lambda[j=19][5]...
# extracted thresholds: 512
Smallest extracted threshold: -35.43570829262907
Largest extracted threshold: 23.51000368691325
Processing merged stats file; extracting SS for 2122 candidates of interest.
(*_all: 11323)
*** Changing lambda[j=19][1] from 1.8315 (BLEU: 0.5604) to 1.9198 (BLEU: 0.5613) ***
*** Old lambda[j=19]: {1.8315156370459644, 0.7177335151019568, 0.5706005242458896, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.919824296801644, 0.7177335151019568, 0.5706005242458896, 0.0864226074388681, -4.993859972039024} ***
Keeping thresholds for lambda[j=19][1] from previous step.
Investigating lambda[j=19][2]...
# extracted thresholds: 892
Smallest extracted threshold: -57.592447801566635
Largest extracted threshold: 419.56261518976584
Investigating lambda[j=19][3]...
# extracted thresholds: 620
Smallest extracted threshold: -597.7478902822827
Largest extracted threshold: 322.4982917300409
Investigating lambda[j=19][4]...
# extracted thresholds: 721
Smallest extracted threshold: -1062.1555502519398
Largest extracted threshold: 833.8459667191469
Investigating lambda[j=19][5]...
# extracted thresholds: 505
Smallest extracted threshold: -36.34192334869329
Largest extracted threshold: 24.626346951272986
Processing merged stats file; extracting SS for 2361 candidates of interest.
(*_all: 11323)
*** Changing lambda[j=19][3] from 0.5706 (BLEU: 0.5613) to 0.5561 (BLEU: 0.5619) ***
*** Old lambda[j=19]: {1.919824296801644, 0.7177335151019568, 0.5706005242458896, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.919824296801644, 0.7177335151019568, 0.5560567815757776, 0.0864226074388681, -4.993859972039024} ***
Investigating lambda[j=19][1]...
# extracted thresholds: 487
Smallest extracted threshold: 0.10207514452197128
Largest extracted threshold: 198.9580183870028
Investigating lambda[j=19][2]...
# extracted thresholds: 887
Smallest extracted threshold: -57.93753115037572
Largest extracted threshold: 418.85815265418245
Keeping thresholds for lambda[j=19][3] from previous step.
Investigating lambda[j=19][4]...
# extracted thresholds: 722
Smallest extracted threshold: -1061.1883913643615
Largest extracted threshold: 843.514646846238
Investigating lambda[j=19][5]...
# extracted thresholds: 505
Smallest extracted threshold: -36.33677383611963
Largest extracted threshold: 24.570880125779393
Processing merged stats file; extracting SS for 2119 candidates of interest.
(*_all: 11323)
*** Changing lambda[j=19][1] from 1.9198 (BLEU: 0.5619) to 1.9256 (BLEU: 0.5619) ***
*** Old lambda[j=19]: {1.919824296801644, 0.7177335151019568, 0.5560567815757776, 0.0864226074388681, -4.993859972039024} ***
*** New lambda[j=19]: {1.925565017557455, 0.7177335151019568, 0.5560567815757776, 0.0864226074388681, -4.993859972039024} ***
Keeping thresholds for lambda[j=19][1] from previous step.
Investigating lambda[j=19][2]...
# extracted thresholds: 887
Smallest extracted threshold: -58.14370783161107
Largest extracted threshold: 419.27004936841166
Investigating lambda[j=19][3]...
# extracted thresholds: 621
Smallest extracted threshold: -599.7011705194474
Largest extracted threshold: 322.48576652111944
Investigating lambda[j=19][4]...
# extracted thresholds: 720
Smallest extracted threshold: -1060.364597935907
Largest extracted threshold: 848.4998887505864
Investigating lambda[j=19][5]...
# extracted thresholds: 505
Smallest extracted threshold: -36.395684565780456
Largest extracted threshold: 24.64345075436838
Processing merged stats file; extracting SS for 2352 candidates of interest.
(*_all: 11323)
*** Not changing any weight in lambda[j=19] ***
*** lambda[j=19]: {1.925565017557455, 0.7177335151019568, 0.5560567815757776, 0.0864226074388681, -4.993859972039024} ***
Final lambda[j=19]: {1.0, 0.37273917450597904, 0.2887759055163589, 0.044881687531119374, -2.593451753903198}
(Final BLEU[j=19]: 0.5618758078076065)
+++ Optimization of lambda[j=20] starting @ Fri May 08 13:26:00 EDT 2009 +++
Initial lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.3074331145643723, 0.7879348381304148, -1.8593671787280428}
(Initial BLEU[j=20]: 0.5228376765158778)
Investigating lambda[j=20][1]...
# extracted thresholds: 502
Smallest extracted threshold: 0.10184821820756589
Largest extracted threshold: 282.8265713380133
Investigating lambda[j=20][2]...
# extracted thresholds: 890
Smallest extracted threshold: -70.13766601145251
Largest extracted threshold: 220.4796519718145
Investigating lambda[j=20][3]...
# extracted thresholds: 612
Smallest extracted threshold: -325.2802507605095
Largest extracted threshold: 264.32257367865367
Investigating lambda[j=20][4]...
# extracted thresholds: 708
Smallest extracted threshold: -458.00574818948706
Largest extracted threshold: 396.9071636913676
Investigating lambda[j=20][5]...
# extracted thresholds: 531
Smallest extracted threshold: -30.54245947615241
Largest extracted threshold: 15.243278765159237
Processing merged stats file; extracting SS for 2650 candidates of interest.
(*_all: 11377)
*** Changing lambda[j=20][4] from 0.7879 (BLEU: 0.5228) to -0.0950 (BLEU: 0.5580) ***
*** Old lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.3074331145643723, 0.7879348381304148, -1.8593671787280428} ***
*** New lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.3074331145643723, -0.09503275258627242, -1.8593671787280428} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 497
Smallest extracted threshold: 0.10497729559517102
Largest extracted threshold: 111.82518126922109
Investigating lambda[j=20][2]...
# extracted thresholds: 889
Smallest extracted threshold: -22.488702303715606
Largest extracted threshold: 198.92154145728185
Investigating lambda[j=20][3]...
# extracted thresholds: 628
Smallest extracted threshold: -211.01209317989273
Largest extracted threshold: 166.23432548805698
Keeping thresholds for lambda[j=20][4] from previous step.
Investigating lambda[j=20][5]...
# extracted thresholds: 507
Smallest extracted threshold: -19.749616839666118
Largest extracted threshold: 11.443500024943429
Processing merged stats file; extracting SS for 2184 candidates of interest.
(*_all: 11379)
*** Changing lambda[j=20][3] from 0.3074 (BLEU: 0.5580) to 0.5225 (BLEU: 0.5617) ***
*** Old lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.3074331145643723, -0.09503275258627242, -1.8593671787280428} ***
*** New lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.5224555085425968, -0.09503275258627242, -1.8593671787280428} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 515
Smallest extracted threshold: 0.10320594362783304
Largest extracted threshold: 125.29991795852287
Investigating lambda[j=20][2]...
# extracted thresholds: 942
Smallest extracted threshold: -17.386807319323406
Largest extracted threshold: 209.3366886656021
Keeping thresholds for lambda[j=20][3] from previous step.
Investigating lambda[j=20][4]...
# extracted thresholds: 752
Smallest extracted threshold: -472.304737389073
Largest extracted threshold: 253.96027617461323
Investigating lambda[j=20][5]...
# extracted thresholds: 537
Smallest extracted threshold: -19.82574996072907
Largest extracted threshold: 12.263550948184516
Processing merged stats file; extracting SS for 2286 candidates of interest.
(*_all: 11386)
*** Changing lambda[j=20][1] from 0.8961 (BLEU: 0.5617) to 0.9502 (BLEU: 0.5624) ***
*** Old lambda[j=20]: {0.8960588164630579, 0.540409330393181, 0.5224555085425968, -0.09503275258627242, -1.8593671787280428} ***
*** New lambda[j=20]: {0.9501945110594421, 0.540409330393181, 0.5224555085425968, -0.09503275258627242, -1.8593671787280428} ***
Keeping thresholds for lambda[j=20][1] from previous step.
Investigating lambda[j=20][2]...
# extracted thresholds: 936
Smallest extracted threshold: -19.331078487185476
Largest extracted threshold: 213.22092475289205
Investigating lambda[j=20][3]...
# extracted thresholds: 632
Smallest extracted threshold: -229.43176326631192
Largest extracted threshold: 166.1162112453011
Investigating lambda[j=20][4]...
# extracted thresholds: 736
Smallest extracted threshold: -464.5362652144653
Largest extracted threshold: 300.97171336212386
Investigating lambda[j=20][5]...
# extracted thresholds: 540
Smallest extracted threshold: -20.381285302896735
Largest extracted threshold: 12.947900797806398
Processing merged stats file; extracting SS for 2496 candidates of interest.
(*_all: 11389)
*** Changing lambda[j=20][4] from -0.0950 (BLEU: 0.5624) to -0.1315 (BLEU: 0.5627) ***
*** Old lambda[j=20]: {0.9501945110594421, 0.540409330393181, 0.5224555085425968, -0.09503275258627242, -1.8593671787280428} ***
*** New lambda[j=20]: {0.9501945110594421, 0.540409330393181, 0.5224555085425968, -0.131532030503606, -1.8593671787280428} ***
Investigating lambda[j=20][1]...
# extracted thresholds: 521
Smallest extracted threshold: 0.10181590778175903
Largest extracted threshold: 118.23122446853266
Investigating lambda[j=20][2]...
# extracted thresholds: 927
Smallest extracted threshold: -18.409886484294052
Largest extracted threshold: 220.42268852695605
Investigating lambda[j=20][3]...
# extracted thresholds: 626
Smallest extracted threshold: -233.22464656322066
Largest extracted threshold: 165.4791329398347
Keeping thresholds for lambda[j=20][4] from previous step.
Investigating lambda[j=20][5]...
# extracted thresholds: 539
Smallest extracted threshold: -19.940855076046333
Largest extracted threshold: 13.01930513230675
Processing merged stats file; extracting SS for 2244 candidates of interest.
(*_all: 11389)
*** Not changing any weight in lambda[j=20] ***
*** lambda[j=20]: {0.9501945110594421, 0.540409330393181, 0.5224555085425968, -0.131532030503606, -1.8593671787280428} ***
Final lambda[j=20]: {1.0, 0.5687354790027556, 0.5498405878603451, -0.1384264263502756, -1.9568279516316054}
(Final BLEU[j=20]: 0.5627059513072789)
Best final lambda is lambda[j=1] (BLEU: 0.5698).
--- Z-MERT iteration #2 ending @ Fri May 08 13:26:00 EDT 2009 ---
Maximum number of MERT iterations reached; exiting Z-MERT.
----------------------------------------------------
Z-MERT run ended @ Fri May 08 13:26:00 EDT 2009
----------------------------------------------------
FINAL lambda: {0.9999999999999999, -0.02204967340153329, 1.0575225643111525, 0.05463269019004527, -0.8715126228388937} (BLEU: 0.5698320114284839)