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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 269920  26.597%  (99.470% of non-spam corpus)
# Correctly spam:     689843  67.974%  (92.783% of spam corpus)
# False positives:      1437  0.142%  (0.530% of nonspam, 345049 weighted)
# False negatives:     53658  5.287%  (7.217% of spam, 112263 weighted)
# Average score for spam:  21.9    nonspam: -2.5
# Average for false-pos:   8.8  false-neg: 2.1
# TOTAL:              1014858  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33737  99.43%
# Correctly spam:      85985  92.73%
# False positives:       192  0.57%
# False negatives:      6744  7.27%
# TCR(l=50): 5.673581  SpamRecall: 92.727%  SpamPrec: 99.777%

##### 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: 269578  99.34%
# Correctly spam:     608418  81.83%
# False positives:      1779  0.66%
# False negatives:    135083  18.17%
# TCR(l=50): 3.318712  SpamRecall: 81.831%  SpamPrec: 99.708%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33720  99.38%
# Correctly spam:      75948  81.90%
# False positives:       209  0.62%
# False negatives:     16781  18.10%
# TCR(l=50): 3.405273  SpamRecall: 81.903%  SpamPrec: 99.726%