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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181031  39.042%  (99.359% of non-spam corpus)
# Correctly spam:     214025  46.158%  (76.035% of spam corpus)
# False positives:      1168  0.252%  (0.641% of nonspam, 114447 weighted)
# False negatives:     67456  14.548%  (23.965% of spam, 173964 weighted)
# Average score for spam:  18.8    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              463680  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22754  99.41%
# Correctly spam:      26898  76.39%
# False positives:       134  0.59%
# False negatives:      8314  23.61%
# TCR(l=50): 2.345278  SpamRecall: 76.389%  SpamPrec: 99.504%

##### 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: 181628  99.69%
# Correctly spam:     162253  57.64%
# False positives:       571  0.31%
# False negatives:    119228  42.36%
# TCR(l=50): 1.904756  SpamRecall: 57.643%  SpamPrec: 99.649%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22823  99.72%
# Correctly spam:      20338  57.76%
# False positives:        65  0.28%
# False negatives:     14874  42.24%
# TCR(l=50): 1.942838  SpamRecall: 57.759%  SpamPrec: 99.681%