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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172548  52.525%  (94.642% of non-spam corpus)
# Correctly spam:      51445  15.660%  (35.191% of spam corpus)
# False positives:      9768  2.973%  (5.358% of nonspam, 240312 weighted)
# False negatives:     94744  28.841%  (64.809% of spam, 190880 weighted)
# Average score for spam:  5.4    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              328505  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21666  94.61%
# Correctly spam:       6467  35.25%
# False positives:      1235  5.39%
# False negatives:     11877  64.75%
# TCR(l=50): 0.249148  SpamRecall: 35.254%  SpamPrec: 83.965%

##### 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: 173227  95.01%
# Correctly spam:      33276  22.76%
# False positives:      9089  4.99%
# False negatives:    112913  77.24%
# TCR(l=50): 0.257664  SpamRecall: 22.762%  SpamPrec: 78.546%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21792  95.16%
# Correctly spam:       4184  22.81%
# False positives:      1109  4.84%
# False negatives:     14160  77.19%
# TCR(l=50): 0.263525  SpamRecall: 22.809%  SpamPrec: 79.048%