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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183643  49.204%  (99.572% of non-spam corpus)
# Correctly spam:     166679  44.659%  (88.285% of spam corpus)
# False positives:       789  0.211%  (0.428% of nonspam,  51077 weighted)
# False negatives:     22118  5.926%  (11.715% of spam,  48916 weighted)
# Average score for spam:  17.0    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              373229  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23047  99.56%
# Correctly spam:      21011  88.68%
# False positives:       103  0.44%
# False negatives:      2681  11.32%
# TCR(l=50): 3.025412  SpamRecall: 88.684%  SpamPrec: 99.512%

##### 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: 183896  99.71%
# Correctly spam:     131071  69.42%
# False positives:       536  0.29%
# False negatives:     57726  30.58%
# TCR(l=50): 2.233597  SpamRecall: 69.424%  SpamPrec: 99.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23073  99.67%
# Correctly spam:      16515  69.71%
# False positives:        77  0.33%
# False negatives:      7177  30.29%
# TCR(l=50): 2.148544  SpamRecall: 69.707%  SpamPrec: 99.536%