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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128906  40.167%  (98.019% of non-spam corpus)
# Correctly spam:      77402  24.119%  (40.865% of spam corpus)
# False positives:      2605  0.812%  (1.981% of nonspam, 112424 weighted)
# False negatives:    112009  34.902%  (59.135% of spam, 361122 weighted)
# Average score for spam:  7.0    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              320922  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16112  97.64%
# Correctly spam:       9623  40.49%
# False positives:       390  2.36%
# False negatives:     14146  59.51%
# TCR(l=50): 0.706444  SpamRecall: 40.486%  SpamPrec: 96.105%

##### 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: 128273  97.54%
# Correctly spam:      60303  31.84%
# False positives:      3238  2.46%
# False negatives:    129108  68.16%
# TCR(l=50): 0.650879  SpamRecall: 31.837%  SpamPrec: 94.904%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16096  97.54%
# Correctly spam:       7472  31.44%
# False positives:       406  2.46%
# False negatives:     16297  68.56%
# TCR(l=50): 0.649479  SpamRecall: 31.436%  SpamPrec: 94.846%