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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 687116  53.776%  (99.507% of non-spam corpus)
# Correctly spam:     458633  35.894%  (78.102% of spam corpus)
# False positives:      3406  0.267%  (0.493% of nonspam,  83284 weighted)
# False negatives:    128588  10.064%  (21.898% of spam, 261722 weighted)
# Average score for spam:  11.0    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1277743  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85677  99.46%
# Correctly spam:      57287  78.17%
# False positives:       466  0.54%
# False negatives:     16002  21.83%
# TCR(l=50): 1.864765  SpamRecall: 78.166%  SpamPrec: 99.193%

##### 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: 675496  97.82%
# Correctly spam:     260221  44.31%
# False positives:     15026  2.18%
# False negatives:    327000  55.69%
# TCR(l=50): 0.544580  SpamRecall: 44.314%  SpamPrec: 94.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84295  97.85%
# Correctly spam:      32437  44.26%
# False positives:      1848  2.15%
# False negatives:     40852  55.74%
# TCR(l=50): 0.550003  SpamRecall: 44.259%  SpamPrec: 94.610%