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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116997  44.889%  (97.477% of non-spam corpus)
# Correctly spam:      81155  31.137%  (57.716% of spam corpus)
# False positives:      3028  1.162%  (2.523% of nonspam, 104189 weighted)
# False negatives:     59455  22.812%  (42.284% of spam, 161754 weighted)
# Average score for spam:  7.2    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              260635  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14671  97.27%
# Correctly spam:      10259  58.18%
# False positives:       412  2.73%
# False negatives:      7374  41.82%
# TCR(l=50): 0.630335  SpamRecall: 58.181%  SpamPrec: 96.139%

##### 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: 116608  97.15%
# Correctly spam:      40832  29.04%
# False positives:      3417  2.85%
# False negatives:     99778  70.96%
# TCR(l=50): 0.519569  SpamRecall: 29.039%  SpamPrec: 92.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14639  97.06%
# Correctly spam:       5130  29.09%
# False positives:       444  2.94%
# False negatives:     12503  70.91%
# TCR(l=50): 0.508112  SpamRecall: 29.093%  SpamPrec: 92.034%