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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148823  18.942%  (99.509% of non-spam corpus)
# Correctly spam:     195151  24.839%  (30.679% of spam corpus)
# False positives:       735  0.094%  (0.491% of nonspam, 196995 weighted)
# False negatives:    440949  56.125%  (69.321% of spam, 1221717 weighted)
# Average score for spam:  7.1    nonspam: -0.9
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              785658  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18665  99.43%
# Correctly spam:      24394  30.73%
# False positives:       107  0.57%
# False negatives:     54979  69.27%
# TCR(l=50): 1.315669  SpamRecall: 30.733%  SpamPrec: 99.563%

##### 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: 149150  99.73%
# Correctly spam:     120113  18.88%
# False positives:       408  0.27%
# False negatives:    515987  81.12%
# TCR(l=50): 1.185897  SpamRecall: 18.883%  SpamPrec: 99.661%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18729  99.77%
# Correctly spam:      14843  18.70%
# False positives:        43  0.23%
# False negatives:     64530  81.30%
# TCR(l=50): 1.190357  SpamRecall: 18.700%  SpamPrec: 99.711%