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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297795  44.247%  (99.299% of non-spam corpus)
# Correctly spam:     182291  27.085%  (48.854% of spam corpus)
# False positives:      2102  0.312%  (0.701% of nonspam,  79361 weighted)
# False negatives:    190847  28.356%  (51.146% of spam, 431940 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              673035  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37147  99.22%
# Correctly spam:      23019  49.53%
# False positives:       292  0.78%
# False negatives:     23452  50.47%
# TCR(l=50): 1.221250  SpamRecall: 49.534%  SpamPrec: 98.747%

##### 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: 293157  97.75%
# Correctly spam:     103201  27.66%
# False positives:      6740  2.25%
# False negatives:    269937  72.34%
# TCR(l=50): 0.614789  SpamRecall: 27.658%  SpamPrec: 93.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36641  97.87%
# Correctly spam:      12781  27.50%
# False positives:       798  2.13%
# False negatives:     33690  72.50%
# TCR(l=50): 0.631485  SpamRecall: 27.503%  SpamPrec: 94.123%
