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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177898  56.702%  (99.159% of non-spam corpus)
# Correctly spam:     111087  35.407%  (82.695% of spam corpus)
# False positives:      1508  0.481%  (0.841% of nonspam,  76439 weighted)
# False negatives:     23247  7.410%  (17.305% of spam,  71490 weighted)
# Average score for spam:  13.7    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 3.1
# TOTAL:              313740  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22341  99.15%
# Correctly spam:      13957  82.95%
# False positives:       191  0.85%
# False negatives:      2869  17.05%
# TCR(l=50): 1.354859  SpamRecall: 82.949%  SpamPrec: 98.650%

##### 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: 178772  99.65%
# Correctly spam:      71667  53.35%
# False positives:       634  0.35%
# False negatives:     62667  46.65%
# TCR(l=50): 1.423527  SpamRecall: 53.350%  SpamPrec: 99.123%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22462  99.69%
# Correctly spam:       9104  54.11%
# False positives:        70  0.31%
# False negatives:      7722  45.89%
# TCR(l=50): 1.499376  SpamRecall: 54.107%  SpamPrec: 99.237%