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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 754969  43.826%  (97.793% of non-spam corpus)
# Correctly spam:     869868  50.496%  (91.503% of spam corpus)
# False positives:     17037  0.989%  (2.207% of nonspam, 1649156 weighted)
# False negatives:     80774  4.689%  (8.497% of spam, 154005 weighted)
# Average score for spam:  16.5    nonspam: -2.3
# Average for false-pos:   7.9  false-neg: 1.9
# TOTAL:              1722648  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93534  97.21%
# Correctly spam:     108588  91.45%
# False positives:      2688  2.79%
# False negatives:     10149  8.55%
# TCR(l=50): 0.821431  SpamRecall: 91.453%  SpamPrec: 97.584%

##### 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: 769222  99.64%
# Correctly spam:     666147  70.07%
# False positives:      2784  0.36%
# False negatives:    284495  29.93%
# TCR(l=50): 2.243694  SpamRecall: 70.073%  SpamPrec: 99.584%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95857  99.62%
# Correctly spam:      83059  69.95%
# False positives:       365  0.38%
# False negatives:     35678  30.05%
# TCR(l=50): 2.201769  SpamRecall: 69.952%  SpamPrec: 99.562%