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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167345  41.346%  (97.095% of non-spam corpus)
# Correctly spam:     154352  38.136%  (66.418% of spam corpus)
# False positives:      5006  1.237%  (2.905% of nonspam, 204837 weighted)
# False negatives:     78042  19.282%  (33.582% of spam, 210561 weighted)
# Average score for spam:  8.8    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              404745  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21059  97.09%
# Correctly spam:      19361  66.52%
# False positives:       632  2.91%
# False negatives:      9743  33.48%
# TCR(l=50): 0.703964  SpamRecall: 66.524%  SpamPrec: 96.839%

##### 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: 167656  97.28%
# Correctly spam:     103317  44.46%
# False positives:      4695  2.72%
# False negatives:    129077  55.54%
# TCR(l=50): 0.638749  SpamRecall: 44.458%  SpamPrec: 95.653%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21111  97.33%
# Correctly spam:      12854  44.17%
# False positives:       580  2.67%
# False negatives:     16250  55.83%
# TCR(l=50): 0.643182  SpamRecall: 44.166%  SpamPrec: 95.683%