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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155715  42.484%  (97.632% of non-spam corpus)
# Correctly spam:     179735  49.037%  (86.814% of spam corpus)
# False positives:      3777  1.030%  (2.368% of nonspam, 162276 weighted)
# False negatives:     27299  7.448%  (13.186% of spam,  64450 weighted)
# Average score for spam:  13.0    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              366526  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19600  97.55%
# Correctly spam:      22491  86.77%
# False positives:       493  2.45%
# False negatives:      3430  13.23%
# TCR(l=50): 0.923113  SpamRecall: 86.767%  SpamPrec: 97.855%

##### 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: 157585  98.80%
# Correctly spam:     126866  61.28%
# False positives:      1907  1.20%
# False negatives:     80168  38.72%
# TCR(l=50): 1.179560  SpamRecall: 61.278%  SpamPrec: 98.519%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19828  98.68%
# Correctly spam:      15779  60.87%
# False positives:       265  1.32%
# False negatives:     10142  39.13%
# TCR(l=50): 1.108114  SpamRecall: 60.873%  SpamPrec: 98.348%