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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 638107  41.117%  (99.609% of non-spam corpus)
# Correctly spam:     736674  47.468%  (80.835% of spam corpus)
# False positives:      2503  0.161%  (0.391% of nonspam, 103905 weighted)
# False negatives:    174656  11.254%  (19.165% of spam, 394725 weighted)
# Average score for spam:  10.4    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1551940  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79589  99.55%
# Correctly spam:      91963  80.86%
# False positives:       360  0.45%
# False negatives:     21772  19.14%
# TCR(l=50): 2.859675  SpamRecall: 80.857%  SpamPrec: 99.610%

##### 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: 625796  97.69%
# Correctly spam:     377648  41.44%
# False positives:     14814  2.31%
# False negatives:    533682  58.56%
# TCR(l=50): 0.715115  SpamRecall: 41.439%  SpamPrec: 96.225%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  78104  97.69%
# Correctly spam:      47039  41.36%
# False positives:      1845  2.31%
# False negatives:     66696  58.64%
# TCR(l=50): 0.715557  SpamRecall: 41.358%  SpamPrec: 96.226%