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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146123  46.941%  (97.545% of non-spam corpus)
# Correctly spam:     102440  32.908%  (63.434% of spam corpus)
# False positives:      3678  1.182%  (2.455% of nonspam, 116764 weighted)
# False negatives:     59050  18.969%  (36.566% of spam, 117200 weighted)
# Average score for spam:  10.7    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              311291  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18351  97.60%
# Correctly spam:      12743  62.61%
# False positives:       452  2.40%
# False negatives:      7609  37.39%
# TCR(l=50): 0.673707  SpamRecall: 62.613%  SpamPrec: 96.574%

##### 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: 146193  97.59%
# Correctly spam:      52381  32.44%
# False positives:      3608  2.41%
# False negatives:    109109  67.56%
# TCR(l=50): 0.557806  SpamRecall: 32.436%  SpamPrec: 93.556%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18375  97.72%
# Correctly spam:       6670  32.77%
# False positives:       428  2.28%
# False negatives:     13682  67.23%
# TCR(l=50): 0.580127  SpamRecall: 32.773%  SpamPrec: 93.970%