##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 194686 37.700% (98.983% of non-spam corpus)
# Correctly spam: 263071 50.942% (82.280% of spam corpus)
# False positives: 2000 0.387% (1.017% of nonspam, 355433 weighted)
# False negatives: 56655 10.971% (17.720% of spam, 129820 weighted)
# Average score for spam: 10.3 nonspam: -1.0
# Average for false-pos: 10.9 false-neg: 2.3
# TOTAL: 516412 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 24291 98.80%
# Correctly spam: 32743 82.23%
# False positives: 294 1.20%
# False negatives: 7076 17.77%
# TCR(l=50): 1.828573 SpamRecall: 82.230% SpamPrec: 99.110%
##### 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: 195182 99.24%
# Correctly spam: 106501 33.31%
# False positives: 1504 0.76%
# False negatives: 213225 66.69%
# TCR(l=50): 1.108524 SpamRecall: 33.310% SpamPrec: 98.607%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 24378 99.16%
# Correctly spam: 13436 33.74%
# False positives: 207 0.84%
# False negatives: 26383 66.26%
# TCR(l=50): 1.084012 SpamRecall: 33.743% SpamPrec: 98.483%