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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 298030  45.056%  (99.331% of non-spam corpus)
# Correctly spam:     177288  26.802%  (49.053% of spam corpus)
# False positives:      2007  0.303%  (0.669% of nonspam,  73353 weighted)
# False negatives:    184136  27.838%  (50.947% of spam, 415174 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              661461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37176  99.25%
# Correctly spam:      22144  49.19%
# False positives:       282  0.75%
# False negatives:     22873  50.81%
# TCR(l=50): 1.217564  SpamRecall: 49.190%  SpamPrec: 98.743%

##### 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: 293523  97.83%
# Correctly spam:      99549  27.54%
# False positives:      6514  2.17%
# False negatives:    261875  72.46%
# TCR(l=50): 0.615111  SpamRecall: 27.544%  SpamPrec: 93.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36638  97.81%
# Correctly spam:      12359  27.45%
# False positives:       820  2.19%
# False negatives:     32658  72.55%
# TCR(l=50): 0.611162  SpamRecall: 27.454%  SpamPrec: 93.778%
