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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158338  23.650%  (99.335% of non-spam corpus)
# Correctly spam:     133689  19.969%  (26.209% of spam corpus)
# False positives:      1060  0.158%  (0.665% of nonspam, 100356 weighted)
# False negatives:    376406  56.223%  (73.791% of spam, 821518 weighted)
# Average score for spam:  3.8    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              669493  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19940  99.31%
# Correctly spam:      16741  26.28%
# False positives:       138  0.69%
# False negatives:     46963  73.72%
# TCR(l=50): 1.182704  SpamRecall: 26.279%  SpamPrec: 99.182%

##### 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: 156827  98.39%
# Correctly spam:      44658  8.75%
# False positives:      2571  1.61%
# False negatives:    465437  91.25%
# TCR(l=50): 0.858765  SpamRecall: 8.755%  SpamPrec: 94.556%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19736  98.30%
# Correctly spam:       5549  8.71%
# False positives:       342  1.70%
# False negatives:     58155  91.29%
# TCR(l=50): 0.846509  SpamRecall: 8.711%  SpamPrec: 94.195%