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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179303  27.087%  (99.215% of non-spam corpus)
# Correctly spam:     396122  59.842%  (82.316% of spam corpus)
# False positives:      1418  0.214%  (0.785% of nonspam, 243979 weighted)
# False negatives:     85102  12.856%  (17.684% of spam, 223704 weighted)
# Average score for spam:  10.6    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              661945  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22504  99.15%
# Correctly spam:      49235  81.98%
# False positives:       193  0.85%
# False negatives:     10824  18.02%
# TCR(l=50): 2.933428  SpamRecall: 81.978%  SpamPrec: 99.610%

##### 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: 179665  99.42%
# Correctly spam:     230517  47.90%
# False positives:      1056  0.58%
# False negatives:    250707  52.10%
# TCR(l=50): 1.585545  SpamRecall: 47.902%  SpamPrec: 99.544%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22567  99.43%
# Correctly spam:      28736  47.85%
# False positives:       130  0.57%
# False negatives:     31323  52.15%
# TCR(l=50): 1.587896  SpamRecall: 47.846%  SpamPrec: 99.550%