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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196912  36.629%  (98.004% of non-spam corpus)
# Correctly spam:     269603  50.151%  (80.081% of spam corpus)
# False positives:      4011  0.746%  (1.996% of nonspam, 639551 weighted)
# False negatives:     67059  12.474%  (19.919% of spam, 169676 weighted)
# Average score for spam:  10.0    nonspam: -0.4
# Average for false-pos:   9.5  false-neg: 2.5
# TOTAL:              537585  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24571  97.78%
# Correctly spam:      33486  79.80%
# False positives:       559  2.22%
# False negatives:      8478  20.20%
# TCR(l=50): 1.151971  SpamRecall: 79.797%  SpamPrec: 98.358%

##### 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: 198480  98.78%
# Correctly spam:      90043  26.75%
# False positives:      2443  1.22%
# False negatives:    246619  73.25%
# TCR(l=50): 0.912935  SpamRecall: 26.746%  SpamPrec: 97.359%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24794  98.66%
# Correctly spam:      11295  26.92%
# False positives:       336  1.34%
# False negatives:     30669  73.08%
# TCR(l=50): 0.884030  SpamRecall: 26.916%  SpamPrec: 97.111%
