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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 674219  39.549%  (99.830% of non-spam corpus)
# Correctly spam:     954997  56.019%  (92.772% of spam corpus)
# False positives:      1146  0.067%  (0.170% of nonspam, 110002 weighted)
# False negatives:     74407  4.365%  (7.228% of spam, 122834 weighted)
# Average score for spam:  15.6    nonspam: -2.3
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1704769  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84104  99.83%
# Correctly spam:     119169  92.74%
# False positives:       146  0.17%
# False negatives:      9325  7.26%
# TCR(l=50): 7.728962  SpamRecall: 92.743%  SpamPrec: 99.878%

##### 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: 673390  99.71%
# Correctly spam:     666822  64.78%
# False positives:      1975  0.29%
# False negatives:    362582  35.22%
# TCR(l=50): 2.231374  SpamRecall: 64.777%  SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84030  99.74%
# Correctly spam:      83086  64.66%
# False positives:       220  0.26%
# False negatives:     45408  35.34%
# TCR(l=50): 2.277939  SpamRecall: 64.661%  SpamPrec: 99.736%