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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138018  25.111%  (99.376% of non-spam corpus)
# Correctly spam:     285753  51.991%  (69.570% of spam corpus)
# False positives:       866  0.158%  (0.624% of nonspam, 163337 weighted)
# False negatives:    124988  22.741%  (30.430% of spam, 305618 weighted)
# Average score for spam:  15.9    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              549625  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17287  99.38%
# Correctly spam:      35724  69.76%
# False positives:       107  0.62%
# False negatives:     15485  30.24%
# TCR(l=50): 2.457835  SpamRecall: 69.761%  SpamPrec: 99.701%

##### 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: 138197  99.51%
# Correctly spam:     227179  55.31%
# False positives:       687  0.49%
# False negatives:    183562  44.69%
# TCR(l=50): 1.884894  SpamRecall: 55.310%  SpamPrec: 99.699%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17311  99.52%
# Correctly spam:      28578  55.81%
# False positives:        83  0.48%
# False negatives:     22631  44.19%
# TCR(l=50): 1.912139  SpamRecall: 55.807%  SpamPrec: 99.710%