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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200824  35.771%  (97.215% of non-spam corpus)
# Correctly spam:     296672  52.844%  (83.610% of spam corpus)
# False positives:      5754  1.025%  (2.785% of nonspam, 918705 weighted)
# False negatives:     58158  10.359%  (16.390% of spam, 138309 weighted)
# Average score for spam:  10.5    nonspam: -0.3
# Average for false-pos:   9.3  false-neg: 2.4
# TOTAL:              561408  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25130  97.19%
# Correctly spam:      37034  83.75%
# False positives:       727  2.81%
# False negatives:      7188  16.25%
# TCR(l=50): 1.015710  SpamRecall: 83.746%  SpamPrec: 98.075%

##### 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: 203210  98.37%
# Correctly spam:     105474  29.73%
# False positives:      3368  1.63%
# False negatives:    249356  70.27%
# TCR(l=50): 0.849371  SpamRecall: 29.725%  SpamPrec: 96.906%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25444  98.40%
# Correctly spam:      13070  29.56%
# False positives:       413  1.60%
# False negatives:     31152  70.44%
# TCR(l=50): 0.853674  SpamRecall: 29.555%  SpamPrec: 96.937%
