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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156076  55.721%  (99.636% of non-spam corpus)
# Correctly spam:     100965  36.046%  (81.783% of spam corpus)
# False positives:       570  0.203%  (0.364% of nonspam,  27910 weighted)
# False negatives:     22490  8.029%  (18.217% of spam,  51498 weighted)
# Average score for spam:  11.9    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              280101  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19617  99.58%
# Correctly spam:      12728  82.12%
# False positives:        83  0.42%
# False negatives:      2771  17.88%
# TCR(l=50): 2.239416  SpamRecall: 82.121%  SpamPrec: 99.352%

##### 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: 156411  99.85%
# Correctly spam:      67320  54.53%
# False positives:       235  0.15%
# False negatives:     56135  45.47%
# TCR(l=50): 1.818590  SpamRecall: 54.530%  SpamPrec: 99.652%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19663  99.81%
# Correctly spam:       8479  54.71%
# False positives:        37  0.19%
# False negatives:      7020  45.29%
# TCR(l=50): 1.747351  SpamRecall: 54.707%  SpamPrec: 99.566%