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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141889  50.602%  (97.912% of non-spam corpus)
# Correctly spam:     121703  43.403%  (89.825% of spam corpus)
# False positives:      3026  1.079%  (2.088% of nonspam,  92490 weighted)
# False negatives:     13786  4.916%  (10.175% of spam,  36294 weighted)
# Average score for spam:  15.6    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              280404  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17797  97.90%
# Correctly spam:      15221  89.71%
# False positives:       381  2.10%
# False negatives:      1746  10.29%
# TCR(l=50): 0.815878  SpamRecall: 89.709%  SpamPrec: 97.558%

##### 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: 143387  98.95%
# Correctly spam:      86945  64.17%
# False positives:      1528  1.05%
# False negatives:     48544  35.83%
# TCR(l=50): 1.084398  SpamRecall: 64.171%  SpamPrec: 98.273%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17982  98.92%
# Correctly spam:      10806  63.69%
# False positives:       196  1.08%
# False negatives:      6161  36.31%
# TCR(l=50): 1.063029  SpamRecall: 63.688%  SpamPrec: 98.219%