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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199848  21.979%  (99.371% of non-spam corpus)
# Correctly spam:     651003  71.597%  (91.930% of spam corpus)
# False positives:      1264  0.139%  (0.629% of nonspam, 305510 weighted)
# False negatives:     57148  6.285%  (8.070% of spam, 113732 weighted)
# Average score for spam:  15.3    nonspam: -0.9
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              909263  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25001  99.41%
# Correctly spam:      81355  92.08%
# False positives:       149  0.59%
# False negatives:      6998  7.92%
# TCR(l=50): 6.115241  SpamRecall: 92.079%  SpamPrec: 99.817%

##### 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: 198373  98.64%
# Correctly spam:     363702  51.36%
# False positives:      2739  1.36%
# False negatives:    344449  48.64%
# TCR(l=50): 1.471027  SpamRecall: 51.359%  SpamPrec: 99.253%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24813  98.66%
# Correctly spam:      45198  51.16%
# False positives:       337  1.34%
# False negatives:     43155  48.84%
# TCR(l=50): 1.472427  SpamRecall: 51.156%  SpamPrec: 99.260%