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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140642  20.404%  (98.060% of non-spam corpus)
# Correctly spam:     368007  53.390%  (67.419% of spam corpus)
# False positives:      2783  0.404%  (1.940% of nonspam, 316825 weighted)
# False negatives:    177847  25.802%  (32.581% of spam, 674547 weighted)
# Average score for spam:  8.4    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.8
# TOTAL:              689279  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17625  97.97%
# Correctly spam:      46092  67.60%
# False positives:       365  2.03%
# False negatives:     22089  32.40%
# TCR(l=50): 1.690201  SpamRecall: 67.602%  SpamPrec: 99.214%

##### 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: 140016  97.62%
# Correctly spam:     328760  60.23%
# False positives:      3409  2.38%
# False negatives:    217094  39.77%
# TCR(l=50): 1.408496  SpamRecall: 60.229%  SpamPrec: 98.974%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17561  97.62%
# Correctly spam:      41106  60.29%
# False positives:       429  2.38%
# False negatives:     27075  39.71%
# TCR(l=50): 1.405070  SpamRecall: 60.290%  SpamPrec: 98.967%