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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 298734  50.396%  (99.504% of non-spam corpus)
# Correctly spam:     140251  23.660%  (47.940% of spam corpus)
# False positives:      1488  0.251%  (0.496% of nonspam,  44177 weighted)
# False negatives:    152302  25.693%  (52.060% of spam, 345583 weighted)
# Average score for spam:  5.5    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              592775  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37280  99.48%
# Correctly spam:      17611  48.22%
# False positives:       195  0.52%
# False negatives:     18912  51.78%
# TCR(l=50): 1.274266  SpamRecall: 48.219%  SpamPrec: 98.905%

##### 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: 293791  97.86%
# Correctly spam:      75061  25.66%
# False positives:      6431  2.14%
# False negatives:    217492  74.34%
# TCR(l=50): 0.542728  SpamRecall: 25.657%  SpamPrec: 92.108%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36749  98.06%
# Correctly spam:       9297  25.46%
# False positives:       726  1.94%
# False negatives:     27226  74.54%
# TCR(l=50): 0.574930  SpamRecall: 25.455%  SpamPrec: 92.757%
