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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149165  22.879%  (99.268% of non-spam corpus)
# Correctly spam:     269242  41.297%  (53.666% of spam corpus)
# False positives:      1100  0.169%  (0.732% of nonspam, 226615 weighted)
# False negatives:    232455  35.655%  (46.334% of spam, 477829 weighted)
# Average score for spam:  15.2    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              651962  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18743  99.26%
# Correctly spam:      33822  53.99%
# False positives:       139  0.74%
# False negatives:     28824  46.01%
# TCR(l=50): 1.751160  SpamRecall: 53.989%  SpamPrec: 99.591%

##### 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: 149882  99.75%
# Correctly spam:     169336  33.75%
# False positives:       383  0.25%
# False negatives:    332361  66.25%
# TCR(l=50): 1.427258  SpamRecall: 33.753%  SpamPrec: 99.774%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18830  99.72%
# Correctly spam:      21315  34.02%
# False positives:        52  0.28%
# False negatives:     41331  65.98%
# TCR(l=50): 1.426009  SpamRecall: 34.025%  SpamPrec: 99.757%