##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 369749  73.360%  (98.864% of non-spam corpus)
# Correctly spam:      90824  18.020%  (69.851% of spam corpus)
# False positives:      4248  0.843%  (1.136% of nonspam, 164290 weighted)
# False negatives:     39202  7.778%  (30.149% of spam,  50892 weighted)
# Average score for spam:  15.2    nonspam: -0.2
# Average for false-pos:   11.1  false-neg: 1.3
# TOTAL:              504023  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46048  98.85%
# Correctly spam:      11409  69.92%
# False positives:       538  1.15%
# False negatives:      4908  30.08%
# TCR(l=50): 0.512984  SpamRecall: 69.921%  SpamPrec: 95.497%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 370563  99.08%
# Correctly spam:      77134  59.32%
# False positives:      3434  0.92%
# False negatives:     52892  40.68%
# TCR(l=50): 0.578943  SpamRecall: 59.322%  SpamPrec: 95.738%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46154  99.07%
# Correctly spam:       9684  59.35%
# False positives:       432  0.93%
# False negatives:      6633  40.65%
# TCR(l=50): 0.577941  SpamRecall: 59.349%  SpamPrec: 95.730%