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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150040  17.131%  (99.273% of non-spam corpus)
# Correctly spam:     361456  41.269%  (49.875% of spam corpus)
# False positives:      1099  0.125%  (0.727% of nonspam, 327795 weighted)
# False negatives:    363262  41.475%  (50.125% of spam, 833728 weighted)
# Average score for spam:  12.1    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              875857  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18837  99.21%
# Correctly spam:      45411  50.26%
# False positives:       150  0.79%
# False negatives:     44940  49.74%
# TCR(l=50): 1.722941  SpamRecall: 50.261%  SpamPrec: 99.671%

##### 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: 150722  99.72%
# Correctly spam:     181486  25.04%
# False positives:       417  0.28%
# False negatives:    543232  74.96%
# TCR(l=50): 1.284774  SpamRecall: 25.042%  SpamPrec: 99.771%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18930  99.70%
# Correctly spam:      22814  25.25%
# False positives:        57  0.30%
# False negatives:     67537  74.75%
# TCR(l=50): 1.283632  SpamRecall: 25.250%  SpamPrec: 99.751%