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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 135008  26.648%  (99.527% of non-spam corpus)
# Correctly spam:     367450  72.529%  (99.049% of spam corpus)
# False positives:       641  0.127%  (0.473% of nonspam, 108217 weighted)
# False negatives:      3527  0.696%  (0.951% of spam,   6536 weighted)
# Average score for spam:  29.8    nonspam: -0.9
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              506626  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16908  99.56%
# Correctly spam:      45799  99.10%
# False positives:        74  0.44%
# False negatives:       414  0.90%
# TCR(l=50): 11.233106  SpamRecall: 99.104%  SpamPrec: 99.839%

##### 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: 135482  99.88%
# Correctly spam:     364027  98.13%
# False positives:       167  0.12%
# False negatives:      6950  1.87%
# TCR(l=50): 24.246863  SpamRecall: 98.127%  SpamPrec: 99.954%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16964  99.89%
# Correctly spam:      45326  98.08%
# False positives:        18  0.11%
# False negatives:       887  1.92%
# TCR(l=50): 25.860660  SpamRecall: 98.081%  SpamPrec: 99.960%