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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266782  32.017%  (99.124% of non-spam corpus)
# Correctly spam:     473583  56.836%  (83.953% of spam corpus)
# False positives:      2358  0.283%  (0.876% of nonspam, 311193 weighted)
# False negatives:     90520  10.864%  (16.047% of spam, 182616 weighted)
# Average score for spam:  14.4    nonspam: -1.5
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              833243  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33302  98.98%
# Correctly spam:      59389  84.31%
# False positives:       342  1.02%
# False negatives:     11049  15.69%
# TCR(l=50): 2.502327  SpamRecall: 84.314%  SpamPrec: 99.427%

##### 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: 265542  98.66%
# Correctly spam:     308556  54.70%
# False positives:      3598  1.34%
# False negatives:    255547  45.30%
# TCR(l=50): 1.295457  SpamRecall: 54.699%  SpamPrec: 98.847%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33189  98.65%
# Correctly spam:      38648  54.87%
# False positives:       455  1.35%
# False negatives:     31790  45.13%
# TCR(l=50): 1.291492  SpamRecall: 54.868%  SpamPrec: 98.836%