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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122029  48.626%  (97.311% of non-spam corpus)
# Correctly spam:      89685  35.738%  (71.433% of spam corpus)
# False positives:      3372  1.344%  (2.689% of nonspam,  98774 weighted)
# False negatives:     35867  14.292%  (28.567% of spam,  90487 weighted)
# Average score for spam:  8.9    nonspam: 1.0
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              250953  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15306  97.32%
# Correctly spam:      11278  71.60%
# False positives:       421  2.68%
# False negatives:      4474  28.40%
# TCR(l=50): 0.617145  SpamRecall: 71.597%  SpamPrec: 96.401%

##### 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: 121763  97.10%
# Correctly spam:      61282  48.81%
# False positives:      3638  2.90%
# False negatives:     64270  51.19%
# TCR(l=50): 0.510022  SpamRecall: 48.810%  SpamPrec: 94.396%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15290  97.22%
# Correctly spam:       7782  49.40%
# False positives:       437  2.78%
# False negatives:      7970  50.60%
# TCR(l=50): 0.528236  SpamRecall: 49.403%  SpamPrec: 94.683%