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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171607  43.405%  (97.254% of non-spam corpus)
# Correctly spam:     146552  37.068%  (66.946% of spam corpus)
# False positives:      4845  1.225%  (2.746% of nonspam, 180781 weighted)
# False negatives:     72359  18.302%  (33.054% of spam, 193851 weighted)
# Average score for spam:  9.9    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              395363  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21547  97.11%
# Correctly spam:      18401  67.16%
# False positives:       642  2.89%
# False negatives:      8998  32.84%
# TCR(l=50): 0.666675  SpamRecall: 67.159%  SpamPrec: 96.629%

##### 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: 171663  97.29%
# Correctly spam:      88942  40.63%
# False positives:      4789  2.71%
# False negatives:    129969  59.37%
# TCR(l=50): 0.592582  SpamRecall: 40.629%  SpamPrec: 94.891%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21567  97.20%
# Correctly spam:      11254  41.07%
# False positives:       622  2.80%
# False negatives:     16145  58.93%
# TCR(l=50): 0.579934  SpamRecall: 41.074%  SpamPrec: 94.763%