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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152043  44.034%  (97.765% of non-spam corpus)
# Correctly spam:      84852  24.574%  (44.714% of spam corpus)
# False positives:      3476  1.007%  (2.235% of nonspam, 125580 weighted)
# False negatives:    104914  30.385%  (55.286% of spam, 379150 weighted)
# Average score for spam:  6.1    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.6
# TOTAL:              345285  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19068  97.46%
# Correctly spam:      10822  45.44%
# False positives:       497  2.54%
# False negatives:     12994  54.56%
# TCR(l=50): 0.629320  SpamRecall: 45.440%  SpamPrec: 95.609%

##### 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: 151670  97.53%
# Correctly spam:      47834  25.21%
# False positives:      3849  2.47%
# False negatives:    141932  74.79%
# TCR(l=50): 0.567513  SpamRecall: 25.207%  SpamPrec: 92.553%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19047  97.35%
# Correctly spam:       5992  25.16%
# False positives:       518  2.65%
# False negatives:     17824  74.84%
# TCR(l=50): 0.544689  SpamRecall: 25.160%  SpamPrec: 92.043%