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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178800  27.789%  (96.463% of non-spam corpus)
# Correctly spam:     395196  61.420%  (86.274% of spam corpus)
# False positives:      6556  1.019%  (3.537% of nonspam, 507301 weighted)
# False negatives:     62877  9.772%  (13.726% of spam, 172735 weighted)
# Average score for spam:  10.9    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              643429  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22308  95.87%
# Correctly spam:      49268  86.24%
# False positives:       960  4.13%
# False negatives:      7861  13.76%
# TCR(l=50): 1.022699  SpamRecall: 86.240%  SpamPrec: 98.089%

##### 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: 179442  96.81%
# Correctly spam:      68943  15.05%
# False positives:      5914  3.19%
# False negatives:    389130  84.95%
# TCR(l=50): 0.668886  SpamRecall: 15.051%  SpamPrec: 92.100%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22525  96.81%
# Correctly spam:       8677  15.19%
# False positives:       743  3.19%
# False negatives:     48452  84.81%
# TCR(l=50): 0.667379  SpamRecall: 15.188%  SpamPrec: 92.113%