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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 561954  64.348%  (99.535% of non-spam corpus)
# Correctly spam:     269818  30.896%  (87.398% of spam corpus)
# False positives:      2626  0.301%  (0.465% of nonspam, 106878 weighted)
# False negatives:     38904  4.455%  (12.602% of spam,  50542 weighted)
# Average score for spam:  13.3    nonspam: -1.4
# Average for false-pos:   7.4  false-neg: 1.3
# TOTAL:              873302  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70128  99.48%
# Correctly spam:      33699  87.48%
# False positives:       367  0.52%
# False negatives:      4821  12.52%
# TCR(l=50): 1.662423  SpamRecall: 87.484%  SpamPrec: 98.923%

##### 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: 562454  99.62%
# Correctly spam:     168688  54.64%
# False positives:      2126  0.38%
# False negatives:    140034  45.36%
# TCR(l=50): 1.253266  SpamRecall: 54.641%  SpamPrec: 98.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70207  99.59%
# Correctly spam:      21143  54.89%
# False positives:       288  0.41%
# False negatives:     17377  45.11%
# TCR(l=50): 1.212198  SpamRecall: 54.888%  SpamPrec: 98.656%