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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155138  32.547%  (99.788% of non-spam corpus)
# Correctly spam:     184005  38.604%  (57.290% of spam corpus)
# False positives:       330  0.069%  (0.212% of nonspam,  43643 weighted)
# False negatives:    137179  28.780%  (42.710% of spam, 331718 weighted)
# Average score for spam:  8.0    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              476652  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19511  99.74%
# Correctly spam:      22917  57.31%
# False positives:        51  0.26%
# False negatives:     17073  42.69%
# TCR(l=50): 2.037915  SpamRecall: 57.307%  SpamPrec: 99.778%

##### 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: 155232  99.85%
# Correctly spam:     125646  39.12%
# False positives:       236  0.15%
# False negatives:    195538  60.88%
# TCR(l=50): 1.549084  SpamRecall: 39.120%  SpamPrec: 99.813%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19534  99.86%
# Correctly spam:      15602  39.01%
# False positives:        28  0.14%
# False negatives:     24388  60.99%
# TCR(l=50): 1.550721  SpamRecall: 39.015%  SpamPrec: 99.821%