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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 363167  36.690%  (97.288% of non-spam corpus)
# Correctly spam:     532353  53.782%  (86.345% of spam corpus)
# False positives:     10124  1.023%  (2.712% of nonspam, 1412479 weighted)
# False negatives:     84188  8.505%  (13.655% of spam, 134123 weighted)
# Average score for spam:  20.6    nonspam: -1.9
# Average for false-pos:   8.4  false-neg: 1.6
# TOTAL:              989832  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45227  97.29%
# Correctly spam:      66479  86.32%
# False positives:      1260  2.71%
# False negatives:     10532  13.68%
# TCR(l=50): 1.047313  SpamRecall: 86.324%  SpamPrec: 98.140%

##### 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: 371046  99.40%
# Correctly spam:     322139  52.25%
# False positives:      2245  0.60%
# False negatives:    294402  47.75%
# TCR(l=50): 1.516139  SpamRecall: 52.249%  SpamPrec: 99.308%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46184  99.35%
# Correctly spam:      40286  52.31%
# False positives:       303  0.65%
# False negatives:     36725  47.69%
# TCR(l=50): 1.484549  SpamRecall: 52.312%  SpamPrec: 99.253%