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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 578426  50.136%  (99.904% of non-spam corpus)
# Correctly spam:     520747  45.136%  (90.606% of spam corpus)
# False positives:       554  0.048%  (0.096% of nonspam,  36032 weighted)
# False negatives:     53990  4.680%  (9.394% of spam, 103119 weighted)
# Average score for spam:  16.4    nonspam: -2.3
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              1153717  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71853  99.45%
# Correctly spam:      65002  90.64%
# False positives:       396  0.55%
# False negatives:      6710  9.36%
# TCR(l=50): 2.705092  SpamRecall: 90.643%  SpamPrec: 99.394%

##### 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: 577096  99.67%
# Correctly spam:     348537  60.64%
# False positives:      1884  0.33%
# False negatives:    226200  39.36%
# TCR(l=50): 1.793811  SpamRecall: 60.643%  SpamPrec: 99.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72020  99.68%
# Correctly spam:      43574  60.76%
# False positives:       229  0.32%
# False negatives:     28138  39.24%
# TCR(l=50): 1.811458  SpamRecall: 60.762%  SpamPrec: 99.477%