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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176272  52.845%  (99.259% of non-spam corpus)
# Correctly spam:     108899  32.647%  (69.817% of spam corpus)
# False positives:      1316  0.395%  (0.741% of nonspam,  74116 weighted)
# False negatives:     47078  14.114%  (30.183% of spam, 138883 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              333565  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22152  99.30%
# Correctly spam:      13676  69.74%
# False positives:       157  0.70%
# False negatives:      5935  30.26%
# TCR(l=50): 1.422633  SpamRecall: 69.736%  SpamPrec: 98.865%

##### 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: 176629  99.46%
# Correctly spam:      85231  54.64%
# False positives:       959  0.54%
# False negatives:     70746  45.36%
# TCR(l=50): 1.314088  SpamRecall: 54.643%  SpamPrec: 98.887%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22187  99.45%
# Correctly spam:      10688  54.50%
# False positives:       122  0.55%
# False negatives:      8923  45.50%
# TCR(l=50): 1.305398  SpamRecall: 54.500%  SpamPrec: 98.871%