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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178791  27.785%  (96.458% of non-spam corpus)
# Correctly spam:     394784  61.352%  (86.176% of spam corpus)
# False positives:      6566  1.020%  (3.542% of nonspam, 509065 weighted)
# False negatives:     63328  9.842%  (13.824% of spam, 174955 weighted)
# Average score for spam:  11.0    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              643469  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22376  96.17%
# Correctly spam:      49230  86.16%
# False positives:       892  3.83%
# False negatives:      7905  13.84%
# TCR(l=50): 1.088182  SpamRecall: 86.164%  SpamPrec: 98.220%

##### 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: 179461  96.82%
# Correctly spam:      68990  15.06%
# False positives:      5896  3.18%
# False negatives:    389122  84.94%
# TCR(l=50): 0.669831  SpamRecall: 15.060%  SpamPrec: 92.127%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22512  96.75%
# Correctly spam:       8660  15.16%
# False positives:       756  3.25%
# False negatives:     48475  84.84%
# TCR(l=50): 0.662243  SpamRecall: 15.157%  SpamPrec: 91.971%