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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123339  22.416%  (98.224% of non-spam corpus)
# Correctly spam:     385139  69.996%  (90.693% of spam corpus)
# False positives:      2230  0.405%  (1.776% of nonspam, 241820 weighted)
# False negatives:     39522  7.183%  (9.307% of spam, 114364 weighted)
# Average score for spam:  15.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              550230  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15447  98.06%
# Correctly spam:      48041  90.77%
# False positives:       306  1.94%
# False negatives:      4883  9.23%
# TCR(l=50): 2.622207  SpamRecall: 90.774%  SpamPrec: 99.367%

##### 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: 123237  98.14%
# Correctly spam:     153425  36.13%
# False positives:      2332  1.86%
# False negatives:    271236  63.87%
# TCR(l=50): 1.094950  SpamRecall: 36.129%  SpamPrec: 98.503%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15441  98.02%
# Correctly spam:      19440  36.73%
# False positives:       312  1.98%
# False negatives:     33484  63.27%
# TCR(l=50): 1.078233  SpamRecall: 36.732%  SpamPrec: 98.420%
