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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 709538  53.109%  (99.193% of non-spam corpus)
# Correctly spam:     542225  40.585%  (87.357% of spam corpus)
# False positives:      5774  0.432%  (0.807% of nonspam, 381366 weighted)
# False negatives:     78477  5.874%  (12.643% of spam, 130894 weighted)
# Average score for spam:  17.0    nonspam: -2.6
# Average for false-pos:   7.6  false-neg: 1.7
# TOTAL:              1336014  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88466  99.13%
# Correctly spam:      67668  87.30%
# False positives:       779  0.87%
# False negatives:      9846  12.70%
# TCR(l=50): 1.588532  SpamRecall: 87.298%  SpamPrec: 98.862%

##### 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: 713222  99.71%
# Correctly spam:     343896  55.40%
# False positives:      2090  0.29%
# False negatives:    276806  44.60%
# TCR(l=50): 1.627832  SpamRecall: 55.404%  SpamPrec: 99.396%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88965  99.69%
# Correctly spam:      42939  55.40%
# False positives:       280  0.31%
# False negatives:     34575  44.60%
# TCR(l=50): 1.595759  SpamRecall: 55.395%  SpamPrec: 99.352%
