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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164032  49.784%  (96.394% of non-spam corpus)
# Correctly spam:      96148  29.181%  (60.350% of spam corpus)
# False positives:      6137  1.863%  (3.606% of nonspam, 172869 weighted)
# False negatives:     63169  19.172%  (39.650% of spam, 140810 weighted)
# Average score for spam:  8.6    nonspam: 1.5
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              329486  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20561  95.96%
# Correctly spam:      12179  60.69%
# False positives:       866  4.04%
# False negatives:      7888  39.31%
# TCR(l=50): 0.392025  SpamRecall: 60.692%  SpamPrec: 93.361%

##### 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: 164435  96.63%
# Correctly spam:      37011  23.23%
# False positives:      5734  3.37%
# False negatives:    122306  76.77%
# TCR(l=50): 0.389522  SpamRecall: 23.231%  SpamPrec: 86.586%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20673  96.48%
# Correctly spam:       4590  22.87%
# False positives:       754  3.52%
# False negatives:     15477  77.13%
# TCR(l=50): 0.377362  SpamRecall: 22.873%  SpamPrec: 85.891%