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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148098  12.661%  (98.456% of non-spam corpus)
# Correctly spam:     956434  81.768%  (93.835% of spam corpus)
# False positives:      2323  0.199%  (1.544% of nonspam, 509105 weighted)
# False negatives:     62835  5.372%  (6.165% of spam, 177212 weighted)
# Average score for spam:  14.1    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              1169690  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18610  98.42%
# Correctly spam:     119764  94.15%
# False positives:       299  1.58%
# False negatives:      7439  5.85%
# TCR(l=50): 5.681495  SpamRecall: 94.152%  SpamPrec: 99.751%

##### 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: 148352  98.62%
# Correctly spam:     655196  64.28%
# False positives:      2069  1.38%
# False negatives:    364073  35.72%
# TCR(l=50): 2.180147  SpamRecall: 64.281%  SpamPrec: 99.685%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18638  98.57%
# Correctly spam:      81837  64.34%
# False positives:       271  1.43%
# False negatives:     45366  35.66%
# TCR(l=50): 2.159057  SpamRecall: 64.336%  SpamPrec: 99.670%