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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254080  28.854%  (95.763% of non-spam corpus)
# Correctly spam:     522563  59.344%  (84.936% of spam corpus)
# False positives:     11243  1.277%  (4.237% of nonspam, 749166 weighted)
# False negatives:     92677  10.525%  (15.064% of spam, 230734 weighted)
# Average score for spam:  11.3    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.5
# TOTAL:              880563  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31657  95.36%
# Correctly spam:      65661  85.44%
# False positives:      1539  4.64%
# False negatives:     11190  14.56%
# TCR(l=50): 0.871920  SpamRecall: 85.439%  SpamPrec: 97.710%

##### 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: 253438  95.52%
# Correctly spam:     391047  63.56%
# False positives:     11885  4.48%
# False negatives:    224193  36.44%
# TCR(l=50): 0.751720  SpamRecall: 63.560%  SpamPrec: 97.050%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31671  95.41%
# Correctly spam:      48824  63.53%
# False positives:      1525  4.59%
# False negatives:     28027  36.47%
# TCR(l=50): 0.736989  SpamRecall: 63.531%  SpamPrec: 96.971%