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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220105  31.258%  (99.701% of non-spam corpus)
# Correctly spam:     406518  57.732%  (84.099% of spam corpus)
# False positives:       661  0.094%  (0.299% of nonspam,  97891 weighted)
# False negatives:     76862  10.916%  (15.901% of spam, 165098 weighted)
# Average score for spam:  15.7    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 2.1
# TOTAL:              704146  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27525  99.69%
# Correctly spam:      50926  84.40%
# False positives:        86  0.31%
# False negatives:      9411  15.60%
# TCR(l=50): 4.400627  SpamRecall: 84.403%  SpamPrec: 99.831%

##### 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: 218426  98.94%
# Correctly spam:     259934  53.77%
# False positives:      2340  1.06%
# False negatives:    223446  46.23%
# TCR(l=50): 1.419843  SpamRecall: 53.774%  SpamPrec: 99.108%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27324  98.96%
# Correctly spam:      32370  53.65%
# False positives:       287  1.04%
# False negatives:     27967  46.35%
# TCR(l=50): 1.425834  SpamRecall: 53.649%  SpamPrec: 99.121%