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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121522  21.494%  (98.152% of non-spam corpus)
# Correctly spam:     379991  67.210%  (86.054% of spam corpus)
# False positives:      2288  0.405%  (1.848% of nonspam, 260593 weighted)
# False negatives:     61580  10.892%  (13.946% of spam, 187052 weighted)
# Average score for spam:  13.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              565381  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15246  98.10%
# Correctly spam:      47644  86.54%
# False positives:       295  1.90%
# False negatives:      7413  13.46%
# TCR(l=50): 2.484185  SpamRecall: 86.536%  SpamPrec: 99.385%

##### 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: 121540  98.17%
# Correctly spam:     142454  32.26%
# False positives:      2270  1.83%
# False negatives:    299117  67.74%
# TCR(l=50): 1.070172  SpamRecall: 32.261%  SpamPrec: 98.431%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15257  98.17%
# Correctly spam:      17764  32.26%
# False positives:       284  1.83%
# False negatives:     37293  67.74%
# TCR(l=50): 1.069213  SpamRecall: 32.265%  SpamPrec: 98.426%