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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149398  11.763%  (97.495% of non-spam corpus)
# Correctly spam:     975842  76.831%  (87.372% of spam corpus)
# False positives:      3838  0.302%  (2.505% of nonspam, 858945 weighted)
# False negatives:    141043  11.105%  (12.628% of spam, 439436 weighted)
# Average score for spam:  7.5    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              1270121  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18800  97.54%
# Correctly spam:     121661  87.30%
# False positives:       475  2.46%
# False negatives:     17698  12.70%
# TCR(l=50): 3.362261  SpamRecall: 87.300%  SpamPrec: 99.611%

##### 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: 148869  97.15%
# Correctly spam:     388502  34.78%
# False positives:      4367  2.85%
# False negatives:    728383  65.22%
# TCR(l=50): 1.179725  SpamRecall: 34.784%  SpamPrec: 98.888%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18758  97.32%
# Correctly spam:      48661  34.92%
# False positives:       517  2.68%
# False negatives:     90698  65.08%
# TCR(l=50): 1.195722  SpamRecall: 34.918%  SpamPrec: 98.949%