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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 592662  46.565%  (99.646% of non-spam corpus)
# Correctly spam:     539296  42.372%  (79.542% of spam corpus)
# False positives:      2107  0.166%  (0.354% of nonspam,  70189 weighted)
# False negatives:    138702  10.898%  (20.458% of spam, 317638 weighted)
# Average score for spam:  13.8    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1272767  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74033  99.65%
# Correctly spam:      67271  79.54%
# False positives:       263  0.35%
# False negatives:     17303  20.46%
# TCR(l=50): 2.777198  SpamRecall: 79.541%  SpamPrec: 99.611%

##### 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: 580660  97.63%
# Correctly spam:     322094  47.51%
# False positives:     14109  2.37%
# False negatives:    355904  52.49%
# TCR(l=50): 0.638805  SpamRecall: 47.507%  SpamPrec: 95.803%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72536  97.63%
# Correctly spam:      39822  47.09%
# False positives:      1760  2.37%
# False negatives:     44752  52.91%
# TCR(l=50): 0.637083  SpamRecall: 47.085%  SpamPrec: 95.767%