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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 281266  29.459%  (98.378% of non-spam corpus)
# Correctly spam:     581259  60.879%  (86.902% of spam corpus)
# False positives:      4636  0.486%  (1.622% of nonspam, 674555 weighted)
# False negatives:     87611  9.176%  (13.098% of spam, 181510 weighted)
# Average score for spam:  15.4    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              954772  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35170  98.38%
# Correctly spam:      72605  86.98%
# False positives:       578  1.62%
# False negatives:     10869  13.02%
# TCR(l=50): 2.098972  SpamRecall: 86.979%  SpamPrec: 99.210%

##### 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: 282228  98.71%
# Correctly spam:     355448  53.14%
# False positives:      3674  1.29%
# False negatives:    313422  46.86%
# TCR(l=50): 1.345485  SpamRecall: 53.142%  SpamPrec: 98.977%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35293  98.73%
# Correctly spam:      44591  53.42%
# False positives:       455  1.27%
# False negatives:     38883  46.58%
# TCR(l=50): 1.354372  SpamRecall: 53.419%  SpamPrec: 98.990%