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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138107  30.823%  (97.110% of non-spam corpus)
# Correctly spam:      51251  11.438%  (16.757% of spam corpus)
# False positives:      4110  0.917%  (2.890% of nonspam, 267603 weighted)
# False negatives:    254603  56.822%  (83.243% of spam, 676905 weighted)
# Average score for spam:  4.2    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              448071  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17313  97.04%
# Correctly spam:       6421  16.82%
# False positives:       528  2.96%
# False negatives:     31744  83.18%
# TCR(l=50): 0.656388  SpamRecall: 16.824%  SpamPrec: 92.402%

##### 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: 138141  97.13%
# Correctly spam:      35758  11.69%
# False positives:      4076  2.87%
# False negatives:    270096  88.31%
# TCR(l=50): 0.645403  SpamRecall: 11.691%  SpamPrec: 89.768%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17322  97.09%
# Correctly spam:       4485  11.75%
# False positives:       519  2.91%
# False negatives:     33680  88.25%
# TCR(l=50): 0.640030  SpamRecall: 11.752%  SpamPrec: 89.628%