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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 641233  47.910%  (99.837% of non-spam corpus)
# Correctly spam:     627978  46.920%  (90.211% of spam corpus)
# False positives:      1044  0.078%  (0.163% of nonspam,  76552 weighted)
# False negatives:     68145  5.092%  (9.789% of spam, 129555 weighted)
# Average score for spam:  15.5    nonspam: -2.4
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              1338400  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80008  99.84%
# Correctly spam:      78263  90.15%
# False positives:       132  0.16%
# False negatives:      8556  9.85%
# TCR(l=50): 5.728358  SpamRecall: 90.145%  SpamPrec: 99.832%

##### 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: 640274  99.69%
# Correctly spam:     465049  66.81%
# False positives:      2003  0.31%
# False negatives:    231074  33.19%
# TCR(l=50): 2.101668  SpamRecall: 66.806%  SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79875  99.67%
# Correctly spam:      58302  67.15%
# False positives:       265  0.33%
# False negatives:     28517  32.85%
# TCR(l=50): 2.078651  SpamRecall: 67.154%  SpamPrec: 99.548%