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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148108  12.716%  (98.418% of non-spam corpus)
# Correctly spam:     961976  82.589%  (94.843% of spam corpus)
# False positives:      2380  0.204%  (1.582% of nonspam, 511595 weighted)
# False negatives:     52307  4.491%  (5.157% of spam, 148345 weighted)
# Average score for spam:  14.7    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              1164771  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18613  98.40%
# Correctly spam:     120007  94.80%
# False positives:       302  1.60%
# False negatives:      6583  5.20%
# TCR(l=50): 5.838214  SpamRecall: 94.800%  SpamPrec: 99.749%

##### 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: 148415  98.62%
# Correctly spam:     653220  64.40%
# False positives:      2073  1.38%
# False negatives:    361063  35.60%
# TCR(l=50): 2.182601  SpamRecall: 64.402%  SpamPrec: 99.684%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18642  98.56%
# Correctly spam:      81596  64.46%
# False positives:       273  1.44%
# False negatives:     44994  35.54%
# TCR(l=50): 2.158618  SpamRecall: 64.457%  SpamPrec: 99.667%