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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165747  43.238%  (96.382% of non-spam corpus)
# Correctly spam:     102938  26.853%  (48.702% of spam corpus)
# False positives:      6221  1.623%  (3.618% of nonspam, 230020 weighted)
# False negatives:    108426  28.285%  (51.298% of spam, 280266 weighted)
# Average score for spam:  6.3    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              383332  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20829  96.20%
# Correctly spam:      12876  48.67%
# False positives:       822  3.80%
# False negatives:     13581  51.33%
# TCR(l=50): 0.483843  SpamRecall: 48.668%  SpamPrec: 93.999%

##### 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: 166011  96.54%
# Correctly spam:      42195  19.96%
# False positives:      5957  3.46%
# False negatives:    169169  80.04%
# TCR(l=50): 0.452581  SpamRecall: 19.963%  SpamPrec: 87.629%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20883  96.45%
# Correctly spam:       5191  19.62%
# False positives:       768  3.55%
# False negatives:     21266  80.38%
# TCR(l=50): 0.443418  SpamRecall: 19.621%  SpamPrec: 87.112%