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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150922  24.584%  (98.927% of non-spam corpus)
# Correctly spam:     374329  60.975%  (81.138% of spam corpus)
# False positives:      1637  0.267%  (1.073% of nonspam, 334708 weighted)
# False negatives:     87019  14.175%  (18.862% of spam, 225921 weighted)
# Average score for spam:  7.4    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.6
# TOTAL:              613907  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18977  98.95%
# Correctly spam:      24886  43.27%
# False positives:       202  1.05%
# False negatives:     32629  56.73%
# TCR(l=50): 1.346041  SpamRecall: 43.269%  SpamPrec: 99.195%

##### 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: 151352  99.21%
# Correctly spam:     131991  28.61%
# False positives:      1207  0.79%
# False negatives:    329357  71.39%
# TCR(l=50): 1.183833  SpamRecall: 28.610%  SpamPrec: 99.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19034  99.24%
# Correctly spam:      16519  28.72%
# False positives:       145  0.76%
# False negatives:     40996  71.28%
# TCR(l=50): 1.192120  SpamRecall: 28.721%  SpamPrec: 99.130%