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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 714820  53.686%  (99.701% of non-spam corpus)
# Correctly spam:     538160  40.418%  (87.573% of spam corpus)
# False positives:      2143  0.161%  (0.299% of nonspam, 115772 weighted)
# False negatives:     76370  5.736%  (12.427% of spam, 118393 weighted)
# Average score for spam:  17.4    nonspam: -2.5
# Average for false-pos:   6.3  false-neg: 1.6
# TOTAL:              1331493  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88948  99.44%
# Correctly spam:      67373  87.76%
# False positives:       499  0.56%
# False negatives:      9397  12.24%
# TCR(l=50): 2.235130  SpamRecall: 87.760%  SpamPrec: 99.265%

##### 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: 714874  99.71%
# Correctly spam:     349893  56.94%
# False positives:      2089  0.29%
# False negatives:    264637  43.06%
# TCR(l=50): 1.665000  SpamRecall: 56.937%  SpamPrec: 99.407%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89192  99.71%
# Correctly spam:      43628  56.83%
# False positives:       255  0.29%
# False negatives:     33142  43.17%
# TCR(l=50): 1.672841  SpamRecall: 56.829%  SpamPrec: 99.419%