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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158049  20.184%  (99.197% of non-spam corpus)
# Correctly spam:     210439  26.875%  (33.740% of spam corpus)
# False positives:      1280  0.163%  (0.803% of nonspam, 291220 weighted)
# False negatives:    413268  52.778%  (66.260% of spam, 1064912 weighted)
# Average score for spam:  5.2    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              783036  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19897  99.15%
# Correctly spam:      26350  33.83%
# False positives:       171  0.85%
# False negatives:     51532  66.17%
# TCR(l=50): 1.296262  SpamRecall: 33.833%  SpamPrec: 99.355%

##### 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: 159097  99.85%
# Correctly spam:      36149  5.80%
# False positives:       232  0.15%
# False negatives:    587558  94.20%
# TCR(l=50): 1.040972  SpamRecall: 5.796%  SpamPrec: 99.362%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20047  99.90%
# Correctly spam:       4562  5.86%
# False positives:        21  0.10%
# False negatives:     73320  94.14%
# TCR(l=50): 1.047223  SpamRecall: 5.858%  SpamPrec: 99.542%