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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150762  21.857%  (95.974% of non-spam corpus)
# Correctly spam:     267636  38.801%  (50.244% of spam corpus)
# False positives:      6325  0.917%  (4.026% of nonspam, 672929 weighted)
# False negatives:    265041  38.425%  (49.756% of spam, 359935 weighted)
# Average score for spam:  10.0    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 1.4
# TOTAL:              689764  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18942  95.86%
# Correctly spam:      33687  50.63%
# False positives:       818  4.14%
# False negatives:     32847  49.37%
# TCR(l=50): 0.902193  SpamRecall: 50.631%  SpamPrec: 97.629%

##### 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: 151556  96.48%
# Correctly spam:     117297  22.02%
# False positives:      5531  3.52%
# False negatives:    415380  77.98%
# TCR(l=50): 0.769842  SpamRecall: 22.020%  SpamPrec: 95.497%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19040  96.36%
# Correctly spam:      14572  21.90%
# False positives:       720  3.64%
# False negatives:     51962  78.10%
# TCR(l=50): 0.756395  SpamRecall: 21.902%  SpamPrec: 95.292%