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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 282147  44.876%  (99.297% of non-spam corpus)
# Correctly spam:     169628  26.980%  (49.228% of spam corpus)
# False positives:      1997  0.318%  (0.703% of nonspam,  72110 weighted)
# False negatives:    174951  27.826%  (50.772% of spam, 398571 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              628723  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35277  99.26%
# Correctly spam:      21420  49.87%
# False positives:       262  0.74%
# False negatives:     21533  50.13%
# TCR(l=50): 1.240233  SpamRecall: 49.868%  SpamPrec: 98.792%

##### 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: 278046  97.85%
# Correctly spam:      92082  26.72%
# False positives:      6098  2.15%
# False negatives:    252497  73.28%
# TCR(l=50): 0.618193  SpamRecall: 26.723%  SpamPrec: 93.789%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34762  97.81%
# Correctly spam:      11478  26.72%
# False positives:       777  2.19%
# False negatives:     31475  73.28%
# TCR(l=50): 0.610779  SpamRecall: 26.722%  SpamPrec: 93.660%
