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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 261973  35.654%  (99.215% of non-spam corpus)
# Correctly spam:     326266  44.404%  (69.311% of spam corpus)
# False positives:      2072  0.282%  (0.785% of nonspam, 114905 weighted)
# False negatives:    144460  19.661%  (30.689% of spam, 353480 weighted)
# Average score for spam:  6.4    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              734771  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32730  99.12%
# Correctly spam:      40925  69.68%
# False positives:       292  0.88%
# False negatives:     17806  30.32%
# TCR(l=50): 1.812350  SpamRecall: 69.682%  SpamPrec: 99.292%

##### 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: 256599  97.18%
# Correctly spam:     152179  32.33%
# False positives:      7446  2.82%
# False negatives:    318547  67.67%
# TCR(l=50): 0.681375  SpamRecall: 32.329%  SpamPrec: 95.335%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32086  97.17%
# Correctly spam:      19099  32.52%
# False positives:       936  2.83%
# False negatives:     39632  67.48%
# TCR(l=50): 0.679505  SpamRecall: 32.519%  SpamPrec: 95.328%