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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134122  11.263%  (99.615% of non-spam corpus)
# Correctly spam:     1051769  88.320%  (99.578% of spam corpus)
# False positives:       518  0.043%  (0.385% of nonspam, 247697 weighted)
# False negatives:      4457  0.374%  (0.422% of spam,  13915 weighted)
# Average score for spam:  23.6    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              1190866  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16813  99.64%
# Correctly spam:     131321  99.59%
# False positives:        61  0.36%
# False negatives:       544  0.41%
# TCR(l=50): 36.690317  SpamRecall: 99.587%  SpamPrec: 99.954%

##### 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: 134078  99.58%
# Correctly spam:     1028072  97.33%
# False positives:       562  0.42%
# False negatives:     28154  2.67%
# TCR(l=50): 18.776016  SpamRecall: 97.334%  SpamPrec: 99.945%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16804  99.59%
# Correctly spam:     128253  97.26%
# False positives:        70  0.41%
# False negatives:      3612  2.74%
# TCR(l=50): 18.541198  SpamRecall: 97.261%  SpamPrec: 99.945%