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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 250499  37.926%  (99.124% of non-spam corpus)
# Correctly spam:     270665  40.979%  (66.375% of spam corpus)
# False positives:      2213  0.335%  (0.876% of nonspam, 106977 weighted)
# False negatives:    137116  20.760%  (33.625% of spam, 337483 weighted)
# Average score for spam:  6.6    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              660493  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31249  99.09%
# Correctly spam:      33901  66.67%
# False positives:       287  0.91%
# False negatives:     16951  33.33%
# TCR(l=50): 1.624613  SpamRecall: 66.666%  SpamPrec: 99.161%

##### 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: 245334  97.08%
# Correctly spam:     128559  31.53%
# False positives:      7378  2.92%
# False negatives:    279222  68.47%
# TCR(l=50): 0.629173  SpamRecall: 31.526%  SpamPrec: 94.572%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30578  96.96%
# Correctly spam:      16136  31.73%
# False positives:       958  3.04%
# False negatives:     34716  68.27%
# TCR(l=50): 0.615522  SpamRecall: 31.731%  SpamPrec: 94.396%