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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197094  38.807%  (99.200% of non-spam corpus)
# Correctly spam:     249646  49.155%  (80.741% of spam corpus)
# False positives:      1589  0.313%  (0.800% of nonspam, 181272 weighted)
# False negatives:     59549  11.725%  (19.259% of spam, 135694 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              507878  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24624  99.17%
# Correctly spam:      31215  80.91%
# False positives:       205  0.83%
# False negatives:      7363  19.09%
# TCR(l=50): 2.190314  SpamRecall: 80.914%  SpamPrec: 99.348%

##### 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: 197863  99.59%
# Correctly spam:     156882  50.74%
# False positives:       820  0.41%
# False negatives:    152313  49.26%
# TCR(l=50): 1.599453  SpamRecall: 50.739%  SpamPrec: 99.480%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24731  99.61%
# Correctly spam:      19581  50.76%
# False positives:        98  0.39%
# False negatives:     18997  49.24%
# TCR(l=50): 1.614345  SpamRecall: 50.757%  SpamPrec: 99.502%