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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 424066  26.734%  (99.628% of non-spam corpus)
# Correctly spam:     1093844  68.959%  (94.250% of spam corpus)
# False positives:      1584  0.100%  (0.372% of nonspam, 299468 weighted)
# False negatives:     66739  4.207%  (5.750% of spam, 123608 weighted)
# Average score for spam:  15.6    nonspam: -1.5
# Average for false-pos:   6.9  false-neg: 1.9
# TOTAL:              1586233  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52842  99.61%
# Correctly spam:     136649  94.34%
# False positives:       207  0.39%
# False negatives:      8206  5.66%
# TCR(l=50): 7.806370  SpamRecall: 94.335%  SpamPrec: 99.849%

##### 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: 423113  99.40%
# Correctly spam:     700727  60.38%
# False positives:      2537  0.60%
# False negatives:    459856  39.62%
# TCR(l=50): 1.978134  SpamRecall: 60.377%  SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52742  99.42%
# Correctly spam:      87459  60.38%
# False positives:       307  0.58%
# False negatives:     57396  39.62%
# TCR(l=50): 1.991244  SpamRecall: 60.377%  SpamPrec: 99.650%