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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162520  53.821%  (98.084% of non-spam corpus)
# Correctly spam:     130844  43.331%  (96.017% of spam corpus)
# False positives:      3174  1.051%  (1.916% of nonspam,  86252 weighted)
# False negatives:      5427  1.797%  (3.983% of spam,  15147 weighted)
# Average score for spam:  17.7    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 2.8
# TOTAL:              301965  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20423  97.89%
# Correctly spam:      16413  96.21%
# False positives:       440  2.11%
# False negatives:       646  3.79%
# TCR(l=50): 0.753290  SpamRecall: 96.213%  SpamPrec: 97.389%

##### 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: 164061  99.01%
# Correctly spam:      79289  58.18%
# False positives:      1633  0.99%
# False negatives:     56982  41.82%
# TCR(l=50): 0.982969  SpamRecall: 58.185%  SpamPrec: 97.982%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20641  98.94%
# Correctly spam:       9909  58.09%
# False positives:       222  1.06%
# False negatives:      7150  41.91%
# TCR(l=50): 0.934740  SpamRecall: 58.087%  SpamPrec: 97.809%