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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 381144  24.738%  (98.566% of non-spam corpus)
# Correctly spam:     1064128  69.067%  (92.209% of spam corpus)
# False positives:      5547  0.360%  (1.434% of nonspam, 1431315 weighted)
# False negatives:     89908  5.835%  (7.791% of spam, 193984 weighted)
# Average score for spam:  15.9    nonspam: -2.0
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              1540727  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47442  98.52%
# Correctly spam:     132970  92.30%
# False positives:       715  1.48%
# False negatives:     11089  7.70%
# TCR(l=50): 3.075621  SpamRecall: 92.302%  SpamPrec: 99.465%

##### 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: 382719  98.97%
# Correctly spam:     864117  74.88%
# False positives:      3972  1.03%
# False negatives:    289919  25.12%
# TCR(l=50): 2.362315  SpamRecall: 74.878%  SpamPrec: 99.542%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47625  98.90%
# Correctly spam:     107770  74.81%
# False positives:       532  1.10%
# False negatives:     36289  25.19%
# TCR(l=50): 2.290687  SpamRecall: 74.810%  SpamPrec: 99.509%