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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178503  19.112%  (94.990% of non-spam corpus)
# Correctly spam:     639333  68.453%  (85.694% of spam corpus)
# False positives:      9415  1.008%  (5.010% of nonspam, 1149879 weighted)
# False negatives:    106729  11.427%  (14.306% of spam, 337772 weighted)
# Average score for spam:  8.4    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 3.2
# TOTAL:              933980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22367  94.89%
# Correctly spam:      79736  85.70%
# False positives:      1204  5.11%
# False negatives:     13308  14.30%
# TCR(l=50): 1.265767  SpamRecall: 85.697%  SpamPrec: 98.512%

##### 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: 179135  95.33%
# Correctly spam:      94529  12.67%
# False positives:      8783  4.67%
# False negatives:    651533  87.33%
# TCR(l=50): 0.684032  SpamRecall: 12.670%  SpamPrec: 91.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22456  95.27%
# Correctly spam:      11722  12.60%
# False positives:      1115  4.73%
# False negatives:     81322  87.40%
# TCR(l=50): 0.678797  SpamRecall: 12.598%  SpamPrec: 91.314%