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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 375747  31.086%  (97.405% of non-spam corpus)
# Correctly spam:     726922  60.140%  (88.330% of spam corpus)
# False positives:     10011  0.828%  (2.595% of nonspam, 1639249 weighted)
# False negatives:     96040  7.946%  (11.670% of spam, 210616 weighted)
# Average score for spam:  16.6    nonspam: -1.9
# Average for false-pos:   7.7  false-neg: 2.2
# TOTAL:              1208720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46791  97.37%
# Correctly spam:      90696  88.38%
# False positives:      1266  2.63%
# False negatives:     11921  11.62%
# TCR(l=50): 1.364207  SpamRecall: 88.383%  SpamPrec: 98.623%

##### 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: 378553  98.13%
# Correctly spam:     531407  64.57%
# False positives:      7205  1.87%
# False negatives:    291555  35.43%
# TCR(l=50): 1.262589  SpamRecall: 64.572%  SpamPrec: 98.662%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47149  98.11%
# Correctly spam:      66053  64.37%
# False positives:       908  1.89%
# False negatives:     36564  35.63%
# TCR(l=50): 1.251976  SpamRecall: 64.368%  SpamPrec: 98.644%