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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177547  33.517%  (99.263% of non-spam corpus)
# Correctly spam:     254566  48.056%  (72.555% of spam corpus)
# False positives:      1319  0.249%  (0.737% of nonspam, 166642 weighted)
# False negatives:     96293  18.178%  (27.445% of spam, 246995 weighted)
# Average score for spam:  16.4    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              529725  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22289  99.22%
# Correctly spam:      31771  72.63%
# False positives:       175  0.78%
# False negatives:     11971  27.37%
# TCR(l=50): 2.110999  SpamRecall: 72.633%  SpamPrec: 99.452%

##### 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: 177905  99.46%
# Correctly spam:     232320  66.21%
# False positives:       961  0.54%
# False negatives:    118539  33.79%
# TCR(l=50): 2.106135  SpamRecall: 66.215%  SpamPrec: 99.588%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22334  99.42%
# Correctly spam:      28928  66.13%
# False positives:       130  0.58%
# False negatives:     14814  33.87%
# TCR(l=50): 2.052266  SpamRecall: 66.133%  SpamPrec: 99.553%