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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 641241  47.918%  (99.839% of non-spam corpus)
# Correctly spam:     627742  46.910%  (90.203% of spam corpus)
# False positives:      1036  0.077%  (0.161% of nonspam,  76095 weighted)
# False negatives:     68179  5.095%  (9.797% of spam, 129515 weighted)
# Average score for spam:  15.6    nonspam: -2.4
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              1338198  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80008  99.84%
# Correctly spam:      78323  90.24%
# False positives:       132  0.16%
# False negatives:      8469  9.76%
# TCR(l=50): 5.759639  SpamRecall: 90.242%  SpamPrec: 99.832%

##### 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: 640274  99.69%
# Correctly spam:     465185  66.84%
# False positives:      2003  0.31%
# False negatives:    230736  33.16%
# TCR(l=50): 2.103205  SpamRecall: 66.845%  SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79875  99.67%
# Correctly spam:      58066  66.90%
# False positives:       265  0.33%
# False negatives:     28726  33.10%
# TCR(l=50): 2.067658  SpamRecall: 66.902%  SpamPrec: 99.546%