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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183657  49.206%  (99.580% of non-spam corpus)
# Correctly spam:     166965  44.734%  (88.430% of spam corpus)
# False positives:       775  0.208%  (0.420% of nonspam,  50281 weighted)
# False negatives:     21846  5.853%  (11.570% of spam,  48331 weighted)
# Average score for spam:  17.3    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              373243  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23049  99.56%
# Correctly spam:      20944  88.40%
# False positives:       101  0.44%
# False negatives:      2749  11.60%
# TCR(l=50): 3.037954  SpamRecall: 88.397%  SpamPrec: 99.520%

##### 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: 183896  99.71%
# Correctly spam:     131155  69.46%
# False positives:       536  0.29%
# False negatives:     57656  30.54%
# TCR(l=50): 2.235614  SpamRecall: 69.464%  SpamPrec: 99.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23073  99.67%
# Correctly spam:      16454  69.45%
# False positives:        77  0.33%
# False negatives:      7239  30.55%
# TCR(l=50): 2.136622  SpamRecall: 69.447%  SpamPrec: 99.534%