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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 231854  16.065%  (97.516% of non-spam corpus)
# Correctly spam:     881403  61.071%  (73.116% of spam corpus)
# False positives:      5907  0.409%  (2.484% of nonspam, 860790 weighted)
# False negatives:    324081  22.455%  (26.884% of spam, 879168 weighted)
# Average score for spam:  7.4    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1443245  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28954  97.38%
# Correctly spam:     110122  73.14%
# False positives:       780  2.62%
# False negatives:     40448  26.86%
# TCR(l=50): 1.895202  SpamRecall: 73.137%  SpamPrec: 99.297%

##### 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: 231876  97.52%
# Correctly spam:     671236  55.68%
# False positives:      5885  2.48%
# False negatives:    534248  44.32%
# TCR(l=50): 1.455023  SpamRecall: 55.682%  SpamPrec: 99.131%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28999  97.53%
# Correctly spam:      83717  55.60%
# False positives:       735  2.47%
# False negatives:     66853  44.40%
# TCR(l=50): 1.453336  SpamRecall: 55.600%  SpamPrec: 99.130%