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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 137193  14.185%  (99.696% of non-spam corpus)
# Correctly spam:     825522  85.356%  (99.515% of spam corpus)
# False positives:       418  0.043%  (0.304% of nonspam, 162553 weighted)
# False negatives:      4021  0.416%  (0.485% of spam,  13432 weighted)
# Average score for spam:  22.1    nonspam: -1.1
# Average for false-pos:   6.5  false-neg: 3.3
# TOTAL:              967154  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17206  99.79%
# Correctly spam:     102882  99.50%
# False positives:        37  0.21%
# False negatives:       515  0.50%
# TCR(l=50): 43.719662  SpamRecall: 99.502%  SpamPrec: 99.964%

##### 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: 137036  99.58%
# Correctly spam:     803210  96.83%
# False positives:       575  0.42%
# False negatives:     26333  3.17%
# TCR(l=50): 15.059873  SpamRecall: 96.826%  SpamPrec: 99.928%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17185  99.66%
# Correctly spam:     100104  96.82%
# False positives:        58  0.34%
# False negatives:      3293  3.18%
# TCR(l=50): 16.695786  SpamRecall: 96.815%  SpamPrec: 99.942%