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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148023  37.713%  (97.824% of non-spam corpus)
# Correctly spam:     117715  29.991%  (48.807% of spam corpus)
# False positives:      3292  0.839%  (2.176% of nonspam, 156176 weighted)
# False negatives:    123470  31.457%  (51.193% of spam, 401691 weighted)
# Average score for spam:  8.5    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              392500  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18547  97.58%
# Correctly spam:      14830  49.15%
# False positives:       459  2.42%
# False negatives:     15340  50.85%
# TCR(l=50): 0.787934  SpamRecall: 49.155%  SpamPrec: 96.998%

##### 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: 147595  97.54%
# Correctly spam:      90853  37.67%
# False positives:      3720  2.46%
# False negatives:    150332  62.33%
# TCR(l=50): 0.717104  SpamRecall: 37.669%  SpamPrec: 96.067%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18495  97.31%
# Correctly spam:      11337  37.58%
# False positives:       511  2.69%
# False negatives:     18833  62.42%
# TCR(l=50): 0.679765  SpamRecall: 37.577%  SpamPrec: 95.687%