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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 281262  29.458%  (98.373% of non-spam corpus)
# Correctly spam:     582396  60.997%  (87.071% of spam corpus)
# False positives:      4652  0.487%  (1.627% of nonspam, 677326 weighted)
# False negatives:     86481  9.058%  (12.929% of spam, 180751 weighted)
# Average score for spam:  15.3    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              954791  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35157  98.34%
# Correctly spam:      72674  87.06%
# False positives:       592  1.66%
# False negatives:     10801  12.94%
# TCR(l=50): 2.066162  SpamRecall: 87.061%  SpamPrec: 99.192%

##### 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: 282227  98.71%
# Correctly spam:     355617  53.17%
# False positives:      3687  1.29%
# False negatives:    313260  46.83%
# TCR(l=50): 1.344179  SpamRecall: 53.166%  SpamPrec: 98.974%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35277  98.68%
# Correctly spam:      44469  53.27%
# False positives:       472  1.32%
# False negatives:     39006  46.73%
# TCR(l=50): 1.333339  SpamRecall: 53.272%  SpamPrec: 98.950%