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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162474  39.752%  (99.563% of non-spam corpus)
# Correctly spam:     208303  50.965%  (84.838% of spam corpus)
# False positives:       713  0.174%  (0.437% of nonspam,  63623 weighted)
# False negatives:     37227  9.108%  (15.162% of spam,  83226 weighted)
# Average score for spam:  12.0    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              408717  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20497  99.62%
# Correctly spam:      26090  85.11%
# False positives:        79  0.38%
# False negatives:      4566  14.89%
# TCR(l=50): 3.599812  SpamRecall: 85.106%  SpamPrec: 99.698%

##### 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: 162783  99.75%
# Correctly spam:     169118  68.88%
# False positives:       404  0.25%
# False negatives:     76412  31.12%
# TCR(l=50): 2.541403  SpamRecall: 68.879%  SpamPrec: 99.762%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20533  99.79%
# Correctly spam:      21241  69.29%
# False positives:        43  0.21%
# False negatives:      9415  30.71%
# TCR(l=50): 2.650757  SpamRecall: 69.288%  SpamPrec: 99.798%