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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151965  43.075%  (97.614% of non-spam corpus)
# Correctly spam:      88041  24.956%  (44.666% of spam corpus)
# False positives:      3715  1.053%  (2.386% of nonspam, 138065 weighted)
# False negatives:    109070  30.916%  (55.334% of spam, 396257 weighted)
# Average score for spam:  6.2    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.6
# TOTAL:              352791  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19090  97.49%
# Correctly spam:      10927  44.34%
# False positives:       492  2.51%
# False negatives:     13715  55.66%
# TCR(l=50): 0.643142  SpamRecall: 44.343%  SpamPrec: 95.691%

##### 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: 151777  97.49%
# Correctly spam:      51096  25.92%
# False positives:      3903  2.51%
# False negatives:    146015  74.08%
# TCR(l=50): 0.577759  SpamRecall: 25.922%  SpamPrec: 92.904%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19101  97.54%
# Correctly spam:       6253  25.38%
# False positives:       481  2.46%
# False negatives:     18389  74.62%
# TCR(l=50): 0.580645  SpamRecall: 25.375%  SpamPrec: 92.857%