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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 785204  51.370%  (98.743% of non-spam corpus)
# Correctly spam:     646074  42.267%  (88.100% of spam corpus)
# False positives:      9994  0.654%  (1.257% of nonspam, 731873 weighted)
# False negatives:     87265  5.709%  (11.900% of spam, 177933 weighted)
# Average score for spam:  16.7    nonspam: -2.5
# Average for false-pos:   7.9  false-neg: 2.0
# TOTAL:              1528537  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97806  98.73%
# Correctly spam:      80656  88.20%
# False positives:      1262  1.27%
# False negatives:     10793  11.80%
# TCR(l=50): 1.237587  SpamRecall: 88.198%  SpamPrec: 98.459%

##### 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: 792212  99.62%
# Correctly spam:     441395  60.19%
# False positives:      2986  0.38%
# False negatives:    291944  39.81%
# TCR(l=50): 1.661981  SpamRecall: 60.190%  SpamPrec: 99.328%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  98672  99.60%
# Correctly spam:      54824  59.95%
# False positives:       396  0.40%
# False negatives:     36625  40.05%
# TCR(l=50): 1.620718  SpamRecall: 59.950%  SpamPrec: 99.283%