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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176138  29.346%  (98.117% of non-spam corpus)
# Correctly spam:     378740  63.100%  (90.026% of spam corpus)
# False positives:      3380  0.563%  (1.883% of nonspam, 260815 weighted)
# False negatives:     41961  6.991%  (9.974% of spam, 119532 weighted)
# Average score for spam:  15.7    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.8
# TOTAL:              600219  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22098  98.03%
# Correctly spam:      47118  89.89%
# False positives:       444  1.97%
# False negatives:      5297  10.11%
# TCR(l=50): 1.906208  SpamRecall: 89.894%  SpamPrec: 99.066%

##### 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: 177878  99.09%
# Correctly spam:     171571  40.78%
# False positives:      1640  0.91%
# False negatives:    249130  59.22%
# TCR(l=50): 1.270501  SpamRecall: 40.782%  SpamPrec: 99.053%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22334  99.08%
# Correctly spam:      21308  40.65%
# False positives:       208  0.92%
# False negatives:     31107  59.35%
# TCR(l=50): 1.262799  SpamRecall: 40.652%  SpamPrec: 99.033%