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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144794  48.770%  (97.909% of non-spam corpus)
# Correctly spam:     132401  44.596%  (88.857% of spam corpus)
# False positives:      3093  1.042%  (2.091% of nonspam,  98941 weighted)
# False negatives:     16604  5.593%  (11.143% of spam,  39709 weighted)
# Average score for spam:  13.2    nonspam: 0.4
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              296892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18189  97.97%
# Correctly spam:      16718  89.44%
# False positives:       376  2.03%
# False negatives:      1973  10.56%
# TCR(l=50): 0.899774  SpamRecall: 89.444%  SpamPrec: 97.800%

##### 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: 146436  99.02%
# Correctly spam:      74128  49.75%
# False positives:      1451  0.98%
# False negatives:     74877  50.25%
# TCR(l=50): 1.010704  SpamRecall: 49.749%  SpamPrec: 98.080%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18385  99.03%
# Correctly spam:       9441  50.51%
# False positives:       180  0.97%
# False negatives:      9250  49.49%
# TCR(l=50): 1.024164  SpamRecall: 50.511%  SpamPrec: 98.129%
