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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131585  35.610%  (99.389% of non-spam corpus)
# Correctly spam:     200478  54.253%  (84.544% of spam corpus)
# False positives:       809  0.219%  (0.611% of nonspam,  89368 weighted)
# False negatives:     36650  9.918%  (15.456% of spam,  89906 weighted)
# Average score for spam:  14.9    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              369522  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16505  99.33%
# Correctly spam:      24988  84.25%
# False positives:       111  0.67%
# False negatives:      4672  15.75%
# TCR(l=50): 2.901585  SpamRecall: 84.248%  SpamPrec: 99.558%

##### 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: 131993  99.70%
# Correctly spam:     119656  50.46%
# False positives:       401  0.30%
# False negatives:    117472  49.54%
# TCR(l=50): 1.724291  SpamRecall: 50.461%  SpamPrec: 99.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16558  99.65%
# Correctly spam:      14956  50.42%
# False positives:        58  0.35%
# False negatives:     14704  49.58%
# TCR(l=50): 1.684844  SpamRecall: 50.425%  SpamPrec: 99.614%