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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 249245  33.133%  (99.173% of non-spam corpus)
# Correctly spam:     215822  28.690%  (43.085% of spam corpus)
# False positives:      2079  0.276%  (0.827% of nonspam, 125380 weighted)
# False negatives:    285105  37.900%  (56.915% of spam, 637415 weighted)
# Average score for spam:  5.1    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              752251  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31096  99.12%
# Correctly spam:      27518  43.99%
# False positives:       275  0.88%
# False negatives:     35040  56.01%
# TCR(l=50): 1.282189  SpamRecall: 43.988%  SpamPrec: 99.011%

##### 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: 244838  97.42%
# Correctly spam:      98736  19.71%
# False positives:      6486  2.58%
# False negatives:    402191  80.29%
# TCR(l=50): 0.689516  SpamRecall: 19.711%  SpamPrec: 93.836%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30563  97.42%
# Correctly spam:      12279  19.63%
# False positives:       808  2.58%
# False negatives:     50279  80.37%
# TCR(l=50): 0.689884  SpamRecall: 19.628%  SpamPrec: 93.826%
