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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160882  26.783%  (99.502% of non-spam corpus)
# Correctly spam:     400287  66.637%  (91.179% of spam corpus)
# False positives:       806  0.134%  (0.498% of nonspam, 141245 weighted)
# False negatives:     38723  6.446%  (8.821% of spam, 113976 weighted)
# Average score for spam:  12.2    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.9
# TOTAL:              600698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20283  99.50%
# Correctly spam:      49992  91.33%
# False positives:       101  0.50%
# False negatives:      4745  8.67%
# TCR(l=50): 5.588259  SpamRecall: 91.331%  SpamPrec: 99.798%

##### 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: 161198  99.70%
# Correctly spam:     207675  47.31%
# False positives:       490  0.30%
# False negatives:    231335  52.69%
# TCR(l=50): 1.715989  SpamRecall: 47.305%  SpamPrec: 99.765%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20322  99.70%
# Correctly spam:      25940  47.39%
# False positives:        62  0.30%
# False negatives:     28797  52.61%
# TCR(l=50): 1.716055  SpamRecall: 47.390%  SpamPrec: 99.762%