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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309906  55.329%  (99.732% of non-spam corpus)
# Correctly spam:     210759  37.628%  (84.513% of spam corpus)
# False positives:       833  0.149%  (0.268% of nonspam,  44379 weighted)
# False negatives:     38621  6.895%  (15.487% of spam,  66996 weighted)
# Average score for spam:  18.1    nonspam: -0.9
# Average for false-pos:   6.6  false-neg: 1.7
# TOTAL:              560119  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38626  99.66%
# Correctly spam:      26333  84.66%
# False positives:       133  0.34%
# False negatives:      4772  15.34%
# TCR(l=50): 2.723253  SpamRecall: 84.658%  SpamPrec: 99.497%

##### 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: 309594  99.63%
# Correctly spam:     182647  73.24%
# False positives:      1145  0.37%
# False negatives:     66733  26.76%
# TCR(l=50): 2.011405  SpamRecall: 73.240%  SpamPrec: 99.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38614  99.63%
# Correctly spam:      22904  73.63%
# False positives:       145  0.37%
# False negatives:      8201  26.37%
# TCR(l=50): 2.013138  SpamRecall: 73.634%  SpamPrec: 99.371%