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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 119535  49.236%  (99.682% of non-spam corpus)
# Correctly spam:     103121  42.475%  (83.931% of spam corpus)
# False positives:       381  0.157%  (0.318% of nonspam,  26087 weighted)
# False negatives:     19743  8.132%  (16.069% of spam,  44284 weighted)
# Average score for spam:  15.3    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              242780  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15007  99.59%
# Correctly spam:      12931  83.82%
# False positives:        62  0.41%
# False negatives:      2497  16.18%
# TCR(l=50): 2.756477  SpamRecall: 83.815%  SpamPrec: 99.523%

##### 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: 119663  99.79%
# Correctly spam:      69853  56.85%
# False positives:       253  0.21%
# False negatives:     53011  43.15%
# TCR(l=50): 1.871187  SpamRecall: 56.854%  SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15034  99.77%
# Correctly spam:       8730  56.59%
# False positives:        35  0.23%
# False negatives:      6698  43.41%
# TCR(l=50): 1.826231  SpamRecall: 56.585%  SpamPrec: 99.601%