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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557330  68.592%  (99.911% of non-spam corpus)
# Correctly spam:     222182  27.344%  (87.231% of spam corpus)
# False positives:       497  0.061%  (0.089% of nonspam,  14498 weighted)
# False negatives:     32523  4.003%  (12.769% of spam,  57612 weighted)
# Average score for spam:  17.6    nonspam: -2.9
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              812532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69599  99.88%
# Correctly spam:      27646  86.88%
# False positives:        84  0.12%
# False negatives:      4174  13.12%
# TCR(l=50): 3.799857  SpamRecall: 86.882%  SpamPrec: 99.697%

##### 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: 555870  99.65%
# Correctly spam:     164706  64.67%
# False positives:      1957  0.35%
# False negatives:     89999  35.33%
# TCR(l=50): 1.355903  SpamRecall: 64.665%  SpamPrec: 98.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69437  99.65%
# Correctly spam:      20541  64.55%
# False positives:       246  0.35%
# False negatives:     11279  35.45%
# TCR(l=50): 1.349506  SpamRecall: 64.554%  SpamPrec: 98.817%