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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123480  21.686%  (99.580% of non-spam corpus)
# Correctly spam:     443250  77.845%  (99.518% of spam corpus)
# False positives:       521  0.092%  (0.420% of nonspam, 122418 weighted)
# False negatives:      2147  0.377%  (0.482% of spam,   6659 weighted)
# Average score for spam:  22.9    nonspam: -1.1
# Average for false-pos:   6.5  false-neg: 3.1
# TOTAL:              569398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15488  99.52%
# Correctly spam:      55231  99.46%
# False positives:        75  0.48%
# False negatives:       298  0.54%
# TCR(l=50): 13.717638  SpamRecall: 99.463%  SpamPrec: 99.864%

##### 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: 123341  99.47%
# Correctly spam:     420958  94.51%
# False positives:       660  0.53%
# False negatives:     24439  5.49%
# TCR(l=50): 7.754261  SpamRecall: 94.513%  SpamPrec: 99.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15472  99.42%
# Correctly spam:      52407  94.38%
# False positives:        91  0.58%
# False negatives:      3122  5.62%
# TCR(l=50): 7.237878  SpamRecall: 94.378%  SpamPrec: 99.827%