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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148383  12.794%  (98.579% of non-spam corpus)
# Correctly spam:     672643  57.999%  (66.649% of spam corpus)
# False positives:      2139  0.184%  (1.421% of nonspam, 462168 weighted)
# False negatives:    336591  29.023%  (33.351% of spam, 121669 weighted)
# Average score for spam:  10.0    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 0.4
# TOTAL:              1159756  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18665  98.66%
# Correctly spam:      84369  66.97%
# False positives:       254  1.34%
# False negatives:     41606  33.03%
# TCR(l=50): 2.319725  SpamRecall: 66.973%  SpamPrec: 99.700%

##### 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: 148569  98.70%
# Correctly spam:     464251  46.00%
# False positives:      1953  1.30%
# False negatives:    544983  54.00%
# TCR(l=50): 1.570467  SpamRecall: 46.000%  SpamPrec: 99.581%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18700  98.84%
# Correctly spam:      58281  46.26%
# False positives:       219  1.16%
# False negatives:     67694  53.74%
# TCR(l=50): 1.601839  SpamRecall: 46.264%  SpamPrec: 99.626%
