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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164483  36.806%  (99.530% of non-spam corpus)
# Correctly spam:     278442  62.306%  (98.867% of spam corpus)
# False positives:       776  0.174%  (0.470% of nonspam,  97336 weighted)
# False negatives:      3191  0.714%  (1.133% of spam,   6217 weighted)
# Average score for spam:  28.6    nonspam: -1.6
# Average for false-pos:   7.4  false-neg: 1.9
# TOTAL:              446892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20714  99.59%
# Correctly spam:      34852  98.91%
# False positives:        86  0.41%
# False negatives:       384  1.09%
# TCR(l=50): 7.522630  SpamRecall: 98.910%  SpamPrec: 99.754%

##### 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: 165034  99.86%
# Correctly spam:     274671  97.53%
# False positives:       225  0.14%
# False negatives:      6962  2.47%
# TCR(l=50): 15.464145  SpamRecall: 97.528%  SpamPrec: 99.918%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20762  99.82%
# Correctly spam:      34399  97.62%
# False positives:        38  0.18%
# False negatives:       837  2.38%
# TCR(l=50): 12.873950  SpamRecall: 97.625%  SpamPrec: 99.890%