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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 218810  44.520%  (88.209% of non-spam corpus)
# Correctly spam:     193507  39.372%  (79.492% of spam corpus)
# False positives:     29248  5.951%  (11.791% of nonspam, 2752408 weighted)
# False negatives:     49921  10.157%  (20.508% of spam, 137415 weighted)
# Average score for spam:  9.0    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:  27260  88.07%
# Correctly spam:      24220  79.55%
# False positives:      3691  11.93%
# False negatives:      6228  20.45%
# TCR(l=50): 0.159599  SpamRecall: 79.545%  SpamPrec: 86.776%

##### 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%
