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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131930  35.646%  (99.409% of non-spam corpus)
# Correctly spam:     201872  54.544%  (85.036% of spam corpus)
# False positives:       784  0.212%  (0.591% of nonspam,  87473 weighted)
# False negatives:     35524  9.598%  (14.964% of spam,  86454 weighted)
# Average score for spam:  14.6    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              370110  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16557  99.45%
# Correctly spam:      25186  84.83%
# False positives:        92  0.55%
# False negatives:      4505  15.17%
# TCR(l=50): 3.260956  SpamRecall: 84.827%  SpamPrec: 99.636%

##### 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: 132299  99.69%
# Correctly spam:     119804  50.47%
# False positives:       415  0.31%
# False negatives:    117592  49.53%
# TCR(l=50): 1.716008  SpamRecall: 50.466%  SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16600  99.71%
# Correctly spam:      14977  50.44%
# False positives:        49  0.29%
# False negatives:     14714  49.56%
# TCR(l=50): 1.729842  SpamRecall: 50.443%  SpamPrec: 99.674%