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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 382182  21.814%  (98.607% of non-spam corpus)
# Correctly spam:     1275157  72.784%  (93.459% of spam corpus)
# False positives:      5398  0.308%  (1.393% of nonspam, 1609677 weighted)
# False negatives:     89243  5.094%  (6.541% of spam, 192838 weighted)
# Average score for spam:  15.7    nonspam: -2.0
# Average for false-pos:   8.5  false-neg: 2.2
# TOTAL:              1751980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47613  98.59%
# Correctly spam:     159313  93.42%
# False positives:       683  1.41%
# False negatives:     11216  6.58%
# TCR(l=50): 3.758960  SpamRecall: 93.423%  SpamPrec: 99.573%

##### 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: 383760  99.01%
# Correctly spam:     1047202  76.75%
# False positives:      3820  0.99%
# False negatives:    317198  23.25%
# TCR(l=50): 2.684780  SpamRecall: 76.752%  SpamPrec: 99.637%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47834  99.04%
# Correctly spam:     130867  76.74%
# False positives:       462  0.96%
# False negatives:     39662  23.26%
# TCR(l=50): 2.717074  SpamRecall: 76.742%  SpamPrec: 99.648%