##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 200997 35.801% (97.298% of non-spam corpus)
# Correctly spam: 295535 52.641% (83.286% of spam corpus)
# False positives: 5581 0.994% (2.702% of nonspam, 903490 weighted)
# False negatives: 59308 10.564% (16.714% of spam, 143734 weighted)
# Average score for spam: 10.4 nonspam: -0.3
# Average for false-pos: 9.4 false-neg: 2.4
# TOTAL: 561421 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 25136 97.21%
# Correctly spam: 36888 83.41%
# False positives: 721 2.79%
# False negatives: 7336 16.59%
# TCR(l=50): 1.019315 SpamRecall: 83.412% SpamPrec: 98.083%
##### 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: 203210 98.37%
# Correctly spam: 105514 29.74%
# False positives: 3368 1.63%
# False negatives: 249329 70.26%
# TCR(l=50): 0.849457 SpamRecall: 29.735% SpamPrec: 96.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 25444 98.40%
# Correctly spam: 13041 29.49%
# False positives: 413 1.60%
# False negatives: 31183 70.51%
# TCR(l=50): 0.853202 SpamRecall: 29.489% SpamPrec: 96.930%
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