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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153194  50.177%  (97.810% of non-spam corpus)
# Correctly spam:     105318  34.496%  (70.835% of spam corpus)
# False positives:      3430  1.123%  (2.190% of nonspam,  97326 weighted)
# False negatives:     43363  14.203%  (29.165% of spam,  97043 weighted)
# Average score for spam:  11.7    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              305305  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19236  97.65%
# Correctly spam:      13208  70.81%
# False positives:       463  2.35%
# False negatives:      5446  29.19%
# TCR(l=50): 0.652329  SpamRecall: 70.805%  SpamPrec: 96.613%

##### 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: 152850  97.59%
# Correctly spam:      53223  35.80%
# False positives:      3774  2.41%
# False negatives:     95458  64.20%
# TCR(l=50): 0.523234  SpamRecall: 35.797%  SpamPrec: 93.379%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19236  97.65%
# Correctly spam:       6766  36.27%
# False positives:       463  2.35%
# False negatives:     11888  63.73%
# TCR(l=50): 0.532393  SpamRecall: 36.271%  SpamPrec: 93.595%