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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640152  43.085%  (99.880% of non-spam corpus)
# Correctly spam:     783206  52.713%  (92.702% of spam corpus)
# False positives:       771  0.052%  (0.120% of nonspam,  62634 weighted)
# False negatives:     61655  4.150%  (7.298% of spam, 111518 weighted)
# Average score for spam:  16.7    nonspam: -2.2
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              1485784  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79869  99.85%
# Correctly spam:      97598  92.67%
# False positives:       116  0.15%
# False negatives:      7718  7.33%
# TCR(l=50): 7.790797  SpamRecall: 92.672%  SpamPrec: 99.881%

##### 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: 638858  99.68%
# Correctly spam:     569292  67.38%
# False positives:      2065  0.32%
# False negatives:    275569  32.62%
# TCR(l=50): 2.230250  SpamRecall: 67.383%  SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70737  67.17%
# False positives:       265  0.33%
# False negatives:     34579  32.83%
# TCR(l=50): 2.201928  SpamRecall: 67.166%  SpamPrec: 99.627%