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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156063  30.841%  (94.320% of non-spam corpus)
# Correctly spam:     221116  43.697%  (64.927% of spam corpus)
# False positives:      9399  1.857%  (5.680% of nonspam, 596997 weighted)
# False negatives:    119444  23.605%  (35.073% of spam, 306569 weighted)
# Average score for spam:  6.7    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              506022  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19567  93.97%
# Correctly spam:      27413  64.61%
# False positives:      1255  6.03%
# False negatives:     15016  35.39%
# TCR(l=50): 0.545598  SpamRecall: 64.609%  SpamPrec: 95.622%

##### 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: 156622  94.66%
# Correctly spam:      39710  11.66%
# False positives:      8840  5.34%
# False negatives:    300850  88.34%
# TCR(l=50): 0.458451  SpamRecall: 11.660%  SpamPrec: 81.792%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19696  94.59%
# Correctly spam:       4911  11.57%
# False positives:      1126  5.41%
# False negatives:     37518  88.43%
# TCR(l=50): 0.452248  SpamRecall: 11.575%  SpamPrec: 81.348%