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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 382958  29.405%  (99.738% of non-spam corpus)
# Correctly spam:     841092  64.582%  (91.583% of spam corpus)
# False positives:      1007  0.077%  (0.262% of nonspam, 149019 weighted)
# False negatives:     77299  5.935%  (8.417% of spam, 147718 weighted)
# Average score for spam:  15.9    nonspam: -2.0
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              1302356  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47706  99.68%
# Correctly spam:     104968  91.61%
# False positives:       154  0.32%
# False negatives:      9616  8.39%
# TCR(l=50): 6.617233  SpamRecall: 91.608%  SpamPrec: 99.854%

##### 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: 381919  99.47%
# Correctly spam:     590549  64.30%
# False positives:      2046  0.53%
# False negatives:    327842  35.70%
# TCR(l=50): 2.135088  SpamRecall: 64.303%  SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47604  99.47%
# Correctly spam:      73537  64.18%
# False positives:       256  0.53%
# False negatives:     41047  35.82%
# TCR(l=50): 2.127955  SpamRecall: 64.177%  SpamPrec: 99.653%