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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184533  18.201%  (98.950% of non-spam corpus)
# Correctly spam:     484667  47.803%  (58.578% of spam corpus)
# False positives:      1959  0.193%  (1.050% of nonspam, 511763 weighted)
# False negatives:    342721  33.803%  (41.422% of spam, 1069781 weighted)
# Average score for spam:  6.7    nonspam: 0.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              1013880  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23156  98.92%
# Correctly spam:      60481  58.63%
# False positives:       253  1.08%
# False negatives:     42671  41.37%
# TCR(l=50): 1.864608  SpamRecall: 58.633%  SpamPrec: 99.583%

##### 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: 186218  99.85%
# Correctly spam:      40533  4.90%
# False positives:       274  0.15%
# False negatives:    786855  95.10%
# TCR(l=50): 1.033518  SpamRecall: 4.899%  SpamPrec: 99.329%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23380  99.88%
# Correctly spam:       5022  4.87%
# False positives:        29  0.12%
# False negatives:     98130  95.13%
# TCR(l=50): 1.035871  SpamRecall: 4.869%  SpamPrec: 99.426%
