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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 305855  43.875%  (99.267% of non-spam corpus)
# Correctly spam:     197059  28.268%  (50.659% of spam corpus)
# False positives:      2257  0.324%  (0.733% of nonspam,  86905 weighted)
# False negatives:    191935  27.533%  (49.341% of spam, 460972 weighted)
# Average score for spam:  5.7    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              697106  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37951  98.74%
# Correctly spam:      24843  51.23%
# False positives:       483  1.26%
# False negatives:     23653  48.77%
# TCR(l=50): 1.014497  SpamRecall: 51.227%  SpamPrec: 98.093%

##### 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: 300870  97.65%
# Correctly spam:     112328  28.88%
# False positives:      7242  2.35%
# False negatives:    276666  71.12%
# TCR(l=50): 0.608977  SpamRecall: 28.877%  SpamPrec: 93.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37573  97.76%
# Correctly spam:      14169  29.22%
# False positives:       861  2.24%
# False negatives:     34327  70.78%
# TCR(l=50): 0.626750  SpamRecall: 29.217%  SpamPrec: 94.271%
