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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 771529  43.898%  (98.440% of non-spam corpus)
# Correctly spam:     898205  51.105%  (92.237% of spam corpus)
# False positives:     12225  0.696%  (1.560% of nonspam, 1174623 weighted)
# False negatives:     75596  4.301%  (7.763% of spam, 137888 weighted)
# Average score for spam:  16.3    nonspam: -2.5
# Average for false-pos:   7.7  false-neg: 1.8
# TOTAL:              1757555  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94997  97.26%
# Correctly spam:     112149  92.24%
# False positives:      2681  2.74%
# False negatives:      9439  7.76%
# TCR(l=50): 0.847368  SpamRecall: 92.237%  SpamPrec: 97.665%

##### 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: 780697  99.61%
# Correctly spam:     722739  74.22%
# False positives:      3057  0.39%
# False negatives:    251062  25.78%
# TCR(l=50): 2.410924  SpamRecall: 74.218%  SpamPrec: 99.579%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97277  99.59%
# Correctly spam:      90193  74.18%
# False positives:       401  0.41%
# False negatives:     31395  25.82%
# TCR(l=50): 2.363456  SpamRecall: 74.179%  SpamPrec: 99.557%