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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 338374  45.901%  (97.571% of non-spam corpus)
# Correctly spam:     138210  18.748%  (35.403% of spam corpus)
# False positives:      8422  1.142%  (2.429% of nonspam, 284541 weighted)
# False negatives:    252179  34.208%  (64.597% of spam, 582829 weighted)
# Average score for spam:  5.4    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              737185  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42153  97.55%
# Correctly spam:      17321  35.59%
# False positives:      1057  2.45%
# False negatives:     31347  64.41%
# TCR(l=50): 0.578025  SpamRecall: 35.590%  SpamPrec: 94.249%

##### 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: 338726  97.67%
# Correctly spam:     106819  27.36%
# False positives:      8070  2.33%
# False negatives:    283570  72.64%
# TCR(l=50): 0.568194  SpamRecall: 27.362%  SpamPrec: 92.976%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42217  97.70%
# Correctly spam:      13404  27.54%
# False positives:       993  2.30%
# False negatives:     35264  72.46%
# TCR(l=50): 0.573145  SpamRecall: 27.542%  SpamPrec: 93.103%