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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147941  12.563%  (98.425% of non-spam corpus)
# Correctly spam:     962945  81.773%  (93.738% of spam corpus)
# False positives:      2368  0.201%  (1.575% of nonspam, 523269 weighted)
# False negatives:     64324  5.462%  (6.262% of spam, 182888 weighted)
# Average score for spam:  14.1    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              1177578  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  98.59%
# Correctly spam:     120556  94.04%
# False positives:       266  1.41%
# False negatives:      7645  5.96%
# TCR(l=50): 6.120840  SpamRecall: 94.037%  SpamPrec: 99.780%

##### 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: 148196  98.59%
# Correctly spam:     655548  63.81%
# False positives:      2113  1.41%
# False negatives:    371721  36.19%
# TCR(l=50): 2.151930  SpamRecall: 63.815%  SpamPrec: 99.679%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18659  98.80%
# Correctly spam:      81607  63.66%
# False positives:       227  1.20%
# False negatives:     46594  36.34%
# TCR(l=50): 2.212498  SpamRecall: 63.656%  SpamPrec: 99.723%