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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640275  40.860%  (99.521% of non-spam corpus)
# Correctly spam:     746830  47.660%  (80.859% of spam corpus)
# False positives:      3083  0.197%  (0.479% of nonspam, 125728 weighted)
# False negatives:    176793  11.282%  (19.141% of spam, 398315 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              1566981  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79824  99.46%
# Correctly spam:      93397  81.02%
# False positives:       431  0.54%
# False negatives:     21885  18.98%
# TCR(l=50): 2.654127  SpamRecall: 81.016%  SpamPrec: 99.541%

##### 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: 628523  97.69%
# Correctly spam:     382212  41.38%
# False positives:     14835  2.31%
# False negatives:    541411  58.62%
# TCR(l=50): 0.719803  SpamRecall: 41.382%  SpamPrec: 96.264%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  78300  97.56%
# Correctly spam:      47587  41.28%
# False positives:      1955  2.44%
# False negatives:     67695  58.72%
# TCR(l=50): 0.696800  SpamRecall: 41.279%  SpamPrec: 96.054%