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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 248644  49.460%  (99.280% of non-spam corpus)
# Correctly spam:     178707  35.548%  (70.839% of spam corpus)
# False positives:      1803  0.359%  (0.720% of nonspam, 110326 weighted)
# False negatives:     73566  14.634%  (29.161% of spam, 133518 weighted)
# Average score for spam:  9.0    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              502720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30997  99.21%
# Correctly spam:      22314  70.85%
# False positives:       247  0.79%
# False negatives:      9181  29.15%
# TCR(l=50): 1.462775  SpamRecall: 70.849%  SpamPrec: 98.905%

##### 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: 249439  99.60%
# Correctly spam:      95723  37.94%
# False positives:      1008  0.40%
# False negatives:    156550  62.06%
# TCR(l=50): 1.219005  SpamRecall: 37.944%  SpamPrec: 98.958%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31139  99.66%
# Correctly spam:      11923  37.86%
# False positives:       105  0.34%
# False negatives:     19572  62.14%
# TCR(l=50): 1.268834  SpamRecall: 37.857%  SpamPrec: 99.127%