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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158868  49.428%  (99.686% of non-spam corpus)
# Correctly spam:     159411  49.596%  (98.373% of spam corpus)
# False positives:       500  0.156%  (0.314% of nonspam,  31572 weighted)
# False negatives:      2637  0.820%  (1.627% of spam,   7069 weighted)
# Average score for spam:  26.8    nonspam: -1.5
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              321416  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20014  99.71%
# Correctly spam:      20067  98.26%
# False positives:        58  0.29%
# False negatives:       356  1.74%
# TCR(l=50): 6.272420  SpamRecall: 98.257%  SpamPrec: 99.712%

##### 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: 159125  99.85%
# Correctly spam:     154862  95.57%
# False positives:       243  0.15%
# False negatives:      7186  4.43%
# TCR(l=50): 8.380637  SpamRecall: 95.566%  SpamPrec: 99.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20043  99.86%
# Correctly spam:      19492  95.44%
# False positives:        29  0.14%
# False negatives:       931  4.56%
# TCR(l=50): 8.577488  SpamRecall: 95.441%  SpamPrec: 99.851%