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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227058  20.015%  (97.743% of non-spam corpus)
# Correctly spam:     495269  43.657%  (54.898% of spam corpus)
# False positives:      5242  0.462%  (2.257% of nonspam, 596332 weighted)
# False negatives:    406887  35.866%  (45.102% of spam, 918335 weighted)
# Average score for spam:  5.6    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1134456  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28400  97.61%
# Correctly spam:      61991  55.04%
# False positives:       694  2.39%
# False negatives:     50634  44.96%
# TCR(l=50): 1.319814  SpamRecall: 55.042%  SpamPrec: 98.893%

##### 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: 227444  97.91%
# Correctly spam:     390569  43.29%
# False positives:      4856  2.09%
# False negatives:    511587  56.71%
# TCR(l=50): 1.195880  SpamRecall: 43.293%  SpamPrec: 98.772%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28479  97.89%
# Correctly spam:      48615  43.17%
# False positives:       615  2.11%
# False negatives:     64010  56.83%
# TCR(l=50): 1.188529  SpamRecall: 43.165%  SpamPrec: 98.751%