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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169088  44.695%  (99.546% of non-spam corpus)
# Correctly spam:     205475  54.313%  (98.570% of spam corpus)
# False positives:       772  0.204%  (0.454% of nonspam,  56506 weighted)
# False negatives:      2981  0.788%  (1.430% of spam,   6350 weighted)
# Average score for spam:  29.7    nonspam: -1.1
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              378316  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21300  99.55%
# Correctly spam:      25740  98.57%
# False positives:        96  0.45%
# False negatives:       373  1.43%
# TCR(l=50): 5.047941  SpamRecall: 98.572%  SpamPrec: 99.628%

##### 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: 169660  99.88%
# Correctly spam:     199838  95.87%
# False positives:       200  0.12%
# False negatives:      8618  4.13%
# TCR(l=50): 11.196477  SpamRecall: 95.866%  SpamPrec: 99.900%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21367  99.86%
# Correctly spam:      25080  96.04%
# False positives:        29  0.14%
# False negatives:      1033  3.96%
# TCR(l=50): 10.516714  SpamRecall: 96.044%  SpamPrec: 99.885%