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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 188311  15.167%  (95.399% of non-spam corpus)
# Correctly spam:     890707  71.737%  (85.298% of spam corpus)
# False positives:      9082  0.731%  (4.601% of nonspam, 1478753 weighted)
# False negatives:    153522  12.365%  (14.702% of spam, 395782 weighted)
# Average score for spam:  7.7    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              1241622  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23508  95.30%
# Correctly spam:     112247  86.11%
# False positives:      1160  4.70%
# False negatives:     18112  13.89%
# TCR(l=50): 1.712726  SpamRecall: 86.106%  SpamPrec: 98.977%

##### 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: 189412  95.96%
# Correctly spam:     259139  24.82%
# False positives:      7981  4.04%
# False negatives:    785090  75.18%
# TCR(l=50): 0.881846  SpamRecall: 24.816%  SpamPrec: 97.012%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23636  95.82%
# Correctly spam:      32340  24.81%
# False positives:      1032  4.18%
# False negatives:     98019  75.19%
# TCR(l=50): 0.871273  SpamRecall: 24.808%  SpamPrec: 96.908%