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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227051  20.014%  (97.740% of non-spam corpus)
# Correctly spam:     499878  44.063%  (55.408% of spam corpus)
# False positives:      5249  0.463%  (2.260% of nonspam, 597678 weighted)
# False negatives:    402294  35.461%  (44.592% of spam, 908055 weighted)
# Average score for spam:  5.7    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1134472  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28394  97.59%
# Correctly spam:      62555  55.54%
# False positives:       700  2.41%
# False negatives:     50072  44.46%
# TCR(l=50): 1.323902  SpamRecall: 55.542%  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:     390460  43.28%
# False positives:      4856  2.09%
# False negatives:    511712  56.72%
# TCR(l=50): 1.195703  SpamRecall: 43.280%  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:      48700  43.24%
# False positives:       615  2.11%
# False negatives:     63927  56.76%
# TCR(l=50): 1.189592  SpamRecall: 43.240%  SpamPrec: 98.753%