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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159768  47.337%  (99.656% of non-spam corpus)
# Correctly spam:     167053  49.495%  (94.277% of spam corpus)
# False positives:       552  0.164%  (0.344% of nonspam,  45241 weighted)
# False negatives:     10141  3.005%  (5.723% of spam,  19485 weighted)
# Average score for spam:  16.0    nonspam: -2.7
# Average for false-pos:   7.4  false-neg: 1.9
# TOTAL:              337514  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20137  99.66%
# Correctly spam:      20961  94.13%
# False positives:        68  0.34%
# False negatives:      1308  5.87%
# TCR(l=50): 4.730034  SpamRecall: 94.126%  SpamPrec: 99.677%

##### 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: 159206  99.31%
# Correctly spam:     132389  74.71%
# False positives:      1114  0.69%
# False negatives:     44805  25.29%
# TCR(l=50): 1.763037  SpamRecall: 74.714%  SpamPrec: 99.166%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20058  99.27%
# Correctly spam:      16710  75.04%
# False positives:       147  0.73%
# False negatives:      5559  24.96%
# TCR(l=50): 1.725076  SpamRecall: 75.037%  SpamPrec: 99.128%