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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181993  25.534%  (99.704% of non-spam corpus)
# Correctly spam:     317830  44.592%  (59.944% of spam corpus)
# False positives:       541  0.076%  (0.296% of nonspam,  95934 weighted)
# False negatives:    212385  29.798%  (40.056% of spam, 539588 weighted)
# Average score for spam:  7.5    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              712749  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22858  99.69%
# Correctly spam:      39663  59.88%
# False positives:        71  0.31%
# False negatives:     26574  40.12%
# TCR(l=50): 2.198812  SpamRecall: 59.880%  SpamPrec: 99.821%

##### 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: 182225  99.83%
# Correctly spam:     198481  37.43%
# False positives:       309  0.17%
# False negatives:    331734  62.57%
# TCR(l=50): 1.527187  SpamRecall: 37.434%  SpamPrec: 99.845%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22897  99.86%
# Correctly spam:      24682  37.26%
# False positives:        32  0.14%
# False negatives:     41555  62.74%
# TCR(l=50): 1.534863  SpamRecall: 37.263%  SpamPrec: 99.871%