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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162248  15.076%  (94.509% of non-spam corpus)
# Correctly spam:     799983  74.333%  (88.441% of spam corpus)
# False positives:      9427  0.876%  (5.491% of nonspam, 1521438 weighted)
# False negatives:    104556  9.715%  (11.559% of spam, 268724 weighted)
# Average score for spam:  8.0    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1076214  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20456  94.62%
# Correctly spam:      99791  88.37%
# False positives:      1163  5.38%
# False negatives:     13129  11.63%
# TCR(l=50): 1.584197  SpamRecall: 88.373%  SpamPrec: 98.848%

##### 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: 163531  95.26%
# Correctly spam:      90025  9.95%
# False positives:      8144  4.74%
# False negatives:    814514  90.05%
# TCR(l=50): 0.740385  SpamRecall: 9.953%  SpamPrec: 91.704%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20626  95.41%
# Correctly spam:      11231  9.95%
# False positives:       993  4.59%
# False negatives:    101689  90.05%
# TCR(l=50): 0.746139  SpamRecall: 9.946%  SpamPrec: 91.877%