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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 754987  43.829%  (97.797% of non-spam corpus)
# Correctly spam:     869969  50.504%  (91.520% of spam corpus)
# False positives:     17004  0.987%  (2.203% of nonspam, 1646808 weighted)
# False negatives:     80609  4.680%  (8.480% of spam, 153862 weighted)
# Average score for spam:  16.5    nonspam: -2.3
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              1722569  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93510  97.18%
# Correctly spam:     108468  91.36%
# False positives:      2711  2.82%
# False negatives:     10263  8.64%
# TCR(l=50): 0.814269  SpamRecall: 91.356%  SpamPrec: 97.562%

##### 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: 769208  99.64%
# Correctly spam:     666376  70.10%
# False positives:      2783  0.36%
# False negatives:    284202  29.90%
# TCR(l=50): 2.245361  SpamRecall: 70.102%  SpamPrec: 99.584%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95876  99.64%
# Correctly spam:      82932  69.85%
# False positives:       345  0.36%
# False negatives:     35799  30.15%
# TCR(l=50): 2.238138  SpamRecall: 69.849%  SpamPrec: 99.586%
