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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266965  28.512%  (99.691% of non-spam corpus)
# Correctly spam:     623713  66.614%  (93.298% of spam corpus)
# False positives:       827  0.088%  (0.309% of nonspam, 133458 weighted)
# False negatives:     44807  4.785%  (6.702% of spam,  97257 weighted)
# Average score for spam:  20.5    nonspam: -2.4
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              936312  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33361  99.64%
# Correctly spam:      77886  93.35%
# False positives:       121  0.36%
# False negatives:      5547  6.65%
# TCR(l=50): 7.194361  SpamRecall: 93.352%  SpamPrec: 99.845%

##### 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: 266139  99.38%
# Correctly spam:     545060  81.53%
# False positives:      1653  0.62%
# False negatives:    123460  18.47%
# TCR(l=50): 3.243511  SpamRecall: 81.532%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33290  99.43%
# Correctly spam:      68177  81.71%
# False positives:       192  0.57%
# False negatives:     15256  18.29%
# TCR(l=50): 3.356654  SpamRecall: 81.715%  SpamPrec: 99.719%