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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277843  44.967%  (96.743% of non-spam corpus)
# Correctly spam:     230054  37.233%  (69.569% of spam corpus)
# False positives:      9355  1.514%  (3.257% of nonspam, 1068994 weighted)
# False negatives:    100629  16.286%  (30.431% of spam, 293311 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   9.9  false-neg: 2.9
# TOTAL:              617881  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34724  96.69%
# Correctly spam:      28775  69.80%
# False positives:      1190  3.31%
# False negatives:     12450  30.20%
# TCR(l=50): 0.572967  SpamRecall: 69.800%  SpamPrec: 96.029%

##### 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: 281987  98.19%
# Correctly spam:      67198  20.32%
# False positives:      5211  1.81%
# False negatives:    263485  79.68%
# TCR(l=50): 0.631032  SpamRecall: 20.321%  SpamPrec: 92.803%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35275  98.22%
# Correctly spam:       8370  20.30%
# False positives:       639  1.78%
# False negatives:     32855  79.70%
# TCR(l=50): 0.636139  SpamRecall: 20.303%  SpamPrec: 92.907%
