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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 761566  32.396%  (99.825% of non-spam corpus)
# Correctly spam:     409615  17.425%  (25.796% of spam corpus)
# False positives:      1333  0.057%  (0.175% of nonspam,  85617 weighted)
# False negatives:    1178271  50.122%  (74.204% of spam, 2507769 weighted)
# Average score for spam:  3.9    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              2350785  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94953  99.85%
# Correctly spam:      51908  26.17%
# False positives:       143  0.15%
# False negatives:    146429  73.83%
# TCR(l=50): 1.291433  SpamRecall: 26.172%  SpamPrec: 99.725%

##### 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: 754295  98.87%
# Correctly spam:     316526  19.93%
# False positives:      8604  1.13%
# False negatives:    1271360  80.07%
# TCR(l=50): 0.933194  SpamRecall: 19.934%  SpamPrec: 97.354%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94020  98.87%
# Correctly spam:      39598  19.97%
# False positives:      1076  1.13%
# False negatives:    158739  80.03%
# TCR(l=50): 0.933179  SpamRecall: 19.965%  SpamPrec: 97.355%