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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173104  29.231%  (94.452% of non-spam corpus)
# Correctly spam:     254096  42.908%  (62.138% of spam corpus)
# False positives:     10167  1.717%  (5.548% of nonspam, 691836 weighted)
# False negatives:    154827  26.145%  (37.862% of spam, 261896 weighted)
# Average score for spam:  13.5    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              592194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21723  94.39%
# Correctly spam:      31686  62.14%
# False positives:      1290  5.61%
# False negatives:     19304  37.86%
# TCR(l=50): 0.608444  SpamRecall: 62.142%  SpamPrec: 96.088%

##### 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: 173599  94.72%
# Correctly spam:     176269  43.11%
# False positives:      9672  5.28%
# False negatives:    232654  56.89%
# TCR(l=50): 0.570919  SpamRecall: 43.106%  SpamPrec: 94.798%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21805  94.75%
# Correctly spam:      21936  43.02%
# False positives:      1208  5.25%
# False negatives:     29054  56.98%
# TCR(l=50): 0.570014  SpamRecall: 43.020%  SpamPrec: 94.781%