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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179391  54.973%  (99.628% of non-spam corpus)
# Correctly spam:     119475  36.612%  (81.683% of spam corpus)
# False positives:       670  0.205%  (0.372% of nonspam,  32713 weighted)
# False negatives:     26792  8.210%  (18.317% of spam,  64197 weighted)
# Average score for spam:  11.2    nonspam: -0.5
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              326328  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22520  99.63%
# Correctly spam:      15005  81.76%
# False positives:        84  0.37%
# False negatives:      3347  18.24%
# TCR(l=50): 2.431695  SpamRecall: 81.762%  SpamPrec: 99.443%

##### 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: 179661  99.78%
# Correctly spam:      86700  59.28%
# False positives:       400  0.22%
# False negatives:     59567  40.72%
# TCR(l=50): 1.838287  SpamRecall: 59.275%  SpamPrec: 99.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22552  99.77%
# Correctly spam:      10947  59.65%
# False positives:        52  0.23%
# False negatives:      7405  40.35%
# TCR(l=50): 1.834283  SpamRecall: 59.650%  SpamPrec: 99.527%