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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 118613  44.506%  (97.735% of non-spam corpus)
# Correctly spam:      95929  35.994%  (66.090% of spam corpus)
# False positives:      2749  1.031%  (2.265% of nonspam,  99685 weighted)
# False negatives:     49221  18.469%  (33.910% of spam, 104497 weighted)
# Average score for spam:  9.0    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              266512  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14900  97.69%
# Correctly spam:      12140  66.71%
# False positives:       353  2.31%
# False negatives:      6057  33.29%
# TCR(l=50): 0.767579  SpamRecall: 66.714%  SpamPrec: 97.174%

##### 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: 119313  98.31%
# Correctly spam:      52878  36.43%
# False positives:      2049  1.69%
# False negatives:     92272  63.57%
# TCR(l=50): 0.745422  SpamRecall: 36.430%  SpamPrec: 96.270%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14997  98.32%
# Correctly spam:       6713  36.89%
# False positives:       256  1.68%
# False negatives:     11484  63.11%
# TCR(l=50): 0.749341  SpamRecall: 36.891%  SpamPrec: 96.327%