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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178479  28.555%  (99.163% of non-spam corpus)
# Correctly spam:     353420  56.544%  (79.412% of spam corpus)
# False positives:      1506  0.241%  (0.837% of nonspam, 237914 weighted)
# False negatives:     91625  14.659%  (20.588% of spam, 232467 weighted)
# Average score for spam:  9.4    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              625030  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22387  99.09%
# Correctly spam:      43979  79.26%
# False positives:       205  0.91%
# False negatives:     11507  20.74%
# TCR(l=50): 2.550260  SpamRecall: 79.261%  SpamPrec: 99.536%

##### 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: 178948  99.42%
# Correctly spam:     144292  32.42%
# False positives:      1037  0.58%
# False negatives:    300753  67.58%
# TCR(l=50): 1.262170  SpamRecall: 32.422%  SpamPrec: 99.286%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22459  99.41%
# Correctly spam:      18068  32.56%
# False positives:       133  0.59%
# False negatives:     37418  67.44%
# TCR(l=50): 1.259100  SpamRecall: 32.563%  SpamPrec: 99.269%