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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186996  19.763%  (93.174% of non-spam corpus)
# Correctly spam:     623889  65.937%  (83.688% of spam corpus)
# False positives:     13699  1.448%  (6.826% of nonspam, 1357320 weighted)
# False negatives:    121601  12.852%  (16.312% of spam, 265554 weighted)
# Average score for spam:  7.7    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              946185  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23520  93.69%
# Correctly spam:      78211  84.12%
# False positives:      1584  6.31%
# False negatives:     14766  15.88%
# TCR(l=50): 0.989475  SpamRecall: 84.119%  SpamPrec: 98.015%

##### 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: 198793  99.05%
# Correctly spam:     148828  19.96%
# False positives:      1902  0.95%
# False negatives:    596662  80.04%
# TCR(l=50): 1.077668  SpamRecall: 19.964%  SpamPrec: 98.738%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24895  99.17%
# Correctly spam:      18712  20.13%
# False positives:       209  0.83%
# False negatives:     74265  79.87%
# TCR(l=50): 1.097527  SpamRecall: 20.125%  SpamPrec: 98.895%
