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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132731  11.315%  (98.387% of non-spam corpus)
# Correctly spam:     972978  82.942%  (93.720% of spam corpus)
# False positives:      2176  0.185%  (1.613% of nonspam, 546013 weighted)
# False negatives:     65198  5.558%  (6.280% of spam, 187943 weighted)
# Average score for spam:  14.2    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.9
# TOTAL:              1173083  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16628  98.34%
# Correctly spam:     121950  94.09%
# False positives:       281  1.66%
# False negatives:      7656  5.91%
# TCR(l=50): 5.970976  SpamRecall: 94.093%  SpamPrec: 99.770%

##### 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: 133089  98.65%
# Correctly spam:     646454  62.27%
# False positives:      1818  1.35%
# False negatives:    391722  37.73%
# TCR(l=50): 2.151116  SpamRecall: 62.268%  SpamPrec: 99.720%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16675  98.62%
# Correctly spam:      80574  62.17%
# False positives:       234  1.38%
# False negatives:     49032  37.83%
# TCR(l=50): 2.134064  SpamRecall: 62.168%  SpamPrec: 99.710%