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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143078  20.135%  (93.746% of non-spam corpus)
# Correctly spam:     442806  62.316%  (79.362% of spam corpus)
# False positives:      9545  1.343%  (6.254% of nonspam, 1109682 weighted)
# False negatives:    115148  16.205%  (20.638% of spam, 289566 weighted)
# Average score for spam:  6.4    nonspam: 1.4
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              710577  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18042  94.02%
# Correctly spam:      25416  36.47%
# False positives:      1147  5.98%
# False negatives:     44282  63.53%
# TCR(l=50): 0.685788  SpamRecall: 36.466%  SpamPrec: 95.682%

##### 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: 145326  95.22%
# Correctly spam:     102226  18.32%
# False positives:      7297  4.78%
# False negatives:    455728  81.68%
# TCR(l=50): 0.679952  SpamRecall: 18.322%  SpamPrec: 93.337%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18341  95.58%
# Correctly spam:      12713  18.24%
# False positives:       848  4.42%
# False negatives:     56985  81.76%
# TCR(l=50): 0.701293  SpamRecall: 18.240%  SpamPrec: 93.747%