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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187289  30.759%  (97.331% of non-spam corpus)
# Correctly spam:     334742  54.976%  (80.376% of spam corpus)
# False positives:      5135  0.843%  (2.669% of nonspam, 1125735 weighted)
# False negatives:     81726  13.422%  (19.624% of spam, 198387 weighted)
# Average score for spam:  11.7    nonspam: -0.1
# Average for false-pos:   10.1  false-neg: 2.4
# TOTAL:              608892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23446  97.17%
# Correctly spam:      41903  80.76%
# False positives:       683  2.83%
# False negatives:      9984  19.24%
# TCR(l=50): 1.175670  SpamRecall: 80.758%  SpamPrec: 98.396%

##### 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: 190230  98.86%
# Correctly spam:     208371  50.03%
# False positives:      2194  1.14%
# False negatives:    208097  49.97%
# TCR(l=50): 1.310484  SpamRecall: 50.033%  SpamPrec: 98.958%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23840  98.80%
# Correctly spam:      25868  49.85%
# False positives:       289  1.20%
# False negatives:     26019  50.15%
# TCR(l=50): 1.282142  SpamRecall: 49.854%  SpamPrec: 98.895%
