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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197043  38.797%  (99.175% of non-spam corpus)
# Correctly spam:     249568  49.139%  (80.714% of spam corpus)
# False positives:      1640  0.323%  (0.825% of nonspam, 185560 weighted)
# False negatives:     59631  11.741%  (19.286% of spam, 136404 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              507882  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24628  99.19%
# Correctly spam:      31156  80.76%
# False positives:       201  0.81%
# False negatives:      7423  19.24%
# TCR(l=50): 2.207921  SpamRecall: 80.759%  SpamPrec: 99.359%

##### 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: 197863  99.59%
# Correctly spam:     156804  50.71%
# False positives:       820  0.41%
# False negatives:    152395  49.29%
# TCR(l=50): 1.598795  SpamRecall: 50.713%  SpamPrec: 99.480%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24731  99.61%
# Correctly spam:      19645  50.92%
# False positives:        98  0.39%
# False negatives:     18934  49.08%
# TCR(l=50): 1.618654  SpamRecall: 50.921%  SpamPrec: 99.504%