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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 302055  76.630%  (99.485% of non-spam corpus)
# Correctly spam:      58310  14.793%  (64.392% of spam corpus)
# False positives:      1564  0.397%  (0.515% of nonspam,  16592 weighted)
# False negatives:     32245  8.180%  (35.608% of spam,  42132 weighted)
# Average score for spam:  9.0    nonspam: 0.7
# Average for false-pos:   7.1  false-neg: 1.3
# TOTAL:              394174  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37692  99.47%
# Correctly spam:       7297  63.74%
# False positives:       202  0.53%
# False negatives:      4151  36.26%
# TCR(l=50): 0.803312  SpamRecall: 63.740%  SpamPrec: 97.306%

##### 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: 296595  97.69%
# Correctly spam:      44391  49.02%
# False positives:      7024  2.31%
# False negatives:     46164  50.98%
# TCR(l=50): 0.227889  SpamRecall: 49.021%  SpamPrec: 86.339%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37030  97.72%
# Correctly spam:       5588  48.81%
# False positives:       864  2.28%
# False negatives:      5860  51.19%
# TCR(l=50): 0.233347  SpamRecall: 48.812%  SpamPrec: 86.609%