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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 211007  37.346%  (98.868% of non-spam corpus)
# Correctly spam:     286894  50.777%  (81.601% of spam corpus)
# False positives:      2416  0.428%  (1.132% of nonspam, 299627 weighted)
# False negatives:     64686  11.449%  (18.399% of spam, 153485 weighted)
# Average score for spam:  12.0    nonspam: -0.3
# Average for false-pos:   7.5  false-neg: 2.4
# TOTAL:              565003  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26418  98.87%
# Correctly spam:      35772  81.61%
# False positives:       303  1.13%
# False negatives:      8059  18.39%
# TCR(l=50): 1.888535  SpamRecall: 81.613%  SpamPrec: 99.160%

##### 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: 212031  99.35%
# Correctly spam:     188331  53.57%
# False positives:      1392  0.65%
# False negatives:    163249  46.43%
# TCR(l=50): 1.509906  SpamRecall: 53.567%  SpamPrec: 99.266%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26555  99.38%
# Correctly spam:      23375  53.33%
# False positives:       166  0.62%
# False negatives:     20456  46.67%
# TCR(l=50): 1.524238  SpamRecall: 53.330%  SpamPrec: 99.295%