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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147432  26.238%  (96.789% of non-spam corpus)
# Correctly spam:     377837  67.243%  (92.250% of spam corpus)
# False positives:      4891  0.870%  (3.211% of nonspam, 418208 weighted)
# False negatives:     31741  5.649%  (7.750% of spam,  84092 weighted)
# Average score for spam:  10.5    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              561901  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18517  96.68%
# Correctly spam:      47180  92.38%
# False positives:       635  3.32%
# False negatives:      3891  7.62%
# TCR(l=50): 1.432928  SpamRecall: 92.381%  SpamPrec: 98.672%

##### 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: 149861  98.38%
# Correctly spam:     261587  63.87%
# False positives:      2462  1.62%
# False negatives:    147991  36.13%
# TCR(l=50): 1.510851  SpamRecall: 63.867%  SpamPrec: 99.068%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18840  98.37%
# Correctly spam:      32710  64.05%
# False positives:       312  1.63%
# False negatives:     18361  35.95%
# TCR(l=50): 1.503813  SpamRecall: 64.048%  SpamPrec: 99.055%