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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640144  43.089%  (99.878% of non-spam corpus)
# Correctly spam:     783201  52.718%  (92.718% of spam corpus)
# False positives:       779  0.052%  (0.122% of nonspam,  63168 weighted)
# False negatives:     61509  4.140%  (7.282% of spam, 110885 weighted)
# Average score for spam:  16.6    nonspam: -2.2
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              1485633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79866  99.85%
# Correctly spam:      97571  92.66%
# False positives:       119  0.15%
# False negatives:      7726  7.34%
# TCR(l=50): 7.699400  SpamRecall: 92.663%  SpamPrec: 99.878%

##### 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: 638858  99.68%
# Correctly spam:     569095  67.37%
# False positives:      2065  0.32%
# False negatives:    275615  32.63%
# TCR(l=50): 2.229580  SpamRecall: 67.372%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70815  67.25%
# False positives:       265  0.33%
# False negatives:     34482  32.75%
# TCR(l=50): 2.206004  SpamRecall: 67.253%  SpamPrec: 99.627%