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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148593  20.321%  (96.006% of non-spam corpus)
# Correctly spam:     319157  43.647%  (55.366% of spam corpus)
# False positives:      6181  0.845%  (3.994% of nonspam, 715659 weighted)
# False negatives:    257291  35.186%  (44.634% of spam, 545254 weighted)
# Average score for spam:  12.8    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              731222  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18656  95.79%
# Correctly spam:      39866  55.42%
# False positives:       819  4.21%
# False negatives:     32070  44.58%
# TCR(l=50): 0.985155  SpamRecall: 55.419%  SpamPrec: 97.987%

##### 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: 149356  96.50%
# Correctly spam:     194334  33.71%
# False positives:      5418  3.50%
# False negatives:    382114  66.29%
# TCR(l=50): 0.882750  SpamRecall: 33.712%  SpamPrec: 97.288%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18789  96.48%
# Correctly spam:      24189  33.63%
# False positives:       686  3.52%
# False negatives:     47747  66.37%
# TCR(l=50): 0.876766  SpamRecall: 33.626%  SpamPrec: 97.242%