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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138467  23.488%  (99.359% of non-spam corpus)
# Correctly spam:     249749  42.365%  (55.481% of spam corpus)
# False positives:       893  0.151%  (0.641% of nonspam, 186149 weighted)
# False negatives:    200406  33.995%  (44.519% of spam, 445596 weighted)
# Average score for spam:  14.7    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              589515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17343  99.33%
# Correctly spam:      31261  55.69%
# False positives:       117  0.67%
# False negatives:     24872  44.31%
# TCR(l=50): 1.827127  SpamRecall: 55.691%  SpamPrec: 99.627%

##### 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: 138672  99.51%
# Correctly spam:     189546  42.11%
# False positives:       688  0.49%
# False negatives:    260609  57.89%
# TCR(l=50): 1.525903  SpamRecall: 42.107%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17374  99.51%
# Correctly spam:      23757  42.32%
# False positives:        86  0.49%
# False negatives:     32376  57.68%
# TCR(l=50): 1.530510  SpamRecall: 42.323%  SpamPrec: 99.639%