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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 218808  44.520%  (88.208% of non-spam corpus)
# Correctly spam:     193256  39.321%  (79.389% of spam corpus)
# False positives:     29250  5.951%  (11.792% of nonspam, 2752424 weighted)
# False negatives:     50172  10.208%  (20.611% of spam, 138665 weighted)
# Average score for spam:  9.1    nonspam: 1.0
# Average for false-pos:   9.6  false-neg: 2.8
# TOTAL:              491486  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27269  88.10%
# Correctly spam:      24208  79.51%
# False positives:      3682  11.90%
# False negatives:      6240  20.49%
# TCR(l=50): 0.159966  SpamRecall: 79.506%  SpamPrec: 86.798%

##### 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: 234120  94.38%
# Correctly spam:      69957  28.74%
# False positives:     13938  5.62%
# False negatives:    173471  71.26%
# TCR(l=50): 0.279683  SpamRecall: 28.738%  SpamPrec: 83.386%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29178  94.27%
# Correctly spam:       8895  29.21%
# False positives:      1773  5.73%
# False negatives:     21553  70.79%
# TCR(l=50): 0.276290  SpamRecall: 29.214%  SpamPrec: 83.380%