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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 523716  48.096%  (99.881% of non-spam corpus)
# Correctly spam:     513706  47.176%  (90.991% of spam corpus)
# False positives:       626  0.057%  (0.119% of nonspam,  45289 weighted)
# False negatives:     50860  4.671%  (9.009% of spam, 103670 weighted)
# Average score for spam:  16.7    nonspam: -2.2
# Average for false-pos:   6.7  false-neg: 2.0
# TOTAL:              1088908  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65406  99.90%
# Correctly spam:      64071  90.89%
# False positives:        66  0.10%
# False negatives:      6423  9.11%
# TCR(l=50): 7.250231  SpamRecall: 90.889%  SpamPrec: 99.897%

##### 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: 522340  99.62%
# Correctly spam:     438242  77.62%
# False positives:      2002  0.38%
# False negatives:    126324  22.38%
# TCR(l=50): 2.493402  SpamRecall: 77.625%  SpamPrec: 99.545%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65263  99.68%
# Correctly spam:      54876  77.84%
# False positives:       209  0.32%
# False negatives:     15618  22.16%
# TCR(l=50): 2.704235  SpamRecall: 77.845%  SpamPrec: 99.621%