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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184296  19.265%  (92.985% of non-spam corpus)
# Correctly spam:     630793  65.938%  (83.169% of spam corpus)
# False positives:     13904  1.453%  (7.015% of nonspam, 1415859 weighted)
# False negatives:    127653  13.344%  (16.831% of spam, 297257 weighted)
# Average score for spam:  7.8    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.3
# TOTAL:              956646  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23094  93.25%
# Correctly spam:      79614  84.17%
# False positives:      1671  6.75%
# False negatives:     14972  15.83%
# TCR(l=50): 0.960050  SpamRecall: 84.171%  SpamPrec: 97.944%

##### 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: 196423  99.10%
# Correctly spam:     184694  24.35%
# False positives:      1777  0.90%
# False negatives:    573752  75.65%
# TCR(l=50): 1.144648  SpamRecall: 24.352%  SpamPrec: 99.047%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24548  99.12%
# Correctly spam:      23226  24.56%
# False positives:       217  0.88%
# False negatives:     71360  75.44%
# TCR(l=50): 1.150541  SpamRecall: 24.555%  SpamPrec: 99.074%
