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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 406181  36.894%  (99.586% of non-spam corpus)
# Correctly spam:     550744  50.025%  (79.465% of spam corpus)
# False positives:      1687  0.153%  (0.414% of nonspam, 177212 weighted)
# False negatives:    142322  12.927%  (20.535% of spam, 302831 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1100934  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50668  99.62%
# Correctly spam:      68678  79.44%
# False positives:       195  0.38%
# False negatives:     17771  20.56%
# TCR(l=50): 3.141201  SpamRecall: 79.443%  SpamPrec: 99.717%

##### 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: 406029  99.55%
# Correctly spam:     360187  51.97%
# False positives:      1839  0.45%
# False negatives:    332879  48.03%
# TCR(l=50): 1.631400  SpamRecall: 51.970%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50655  99.59%
# Correctly spam:      44849  51.88%
# False positives:       208  0.41%
# False negatives:     41600  48.12%
# TCR(l=50): 1.662481  SpamRecall: 51.879%  SpamPrec: 99.538%