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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151993  30.399%  (97.895% of non-spam corpus)
# Correctly spam:     133292  26.659%  (38.666% of spam corpus)
# False positives:      3268  0.654%  (2.105% of nonspam, 218681 weighted)
# False negatives:    211437  42.288%  (61.334% of spam, 643998 weighted)
# Average score for spam:  8.1    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              499990  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19122  97.87%
# Correctly spam:      16809  39.12%
# False positives:       417  2.13%
# False negatives:     26161  60.88%
# TCR(l=50): 0.914041  SpamRecall: 39.118%  SpamPrec: 97.579%

##### 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: 151589  97.63%
# Correctly spam:      76488  22.19%
# False positives:      3672  2.37%
# False negatives:    268241  77.81%
# TCR(l=50): 0.762943  SpamRecall: 22.188%  SpamPrec: 95.419%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19062  97.56%
# Correctly spam:       9541  22.20%
# False positives:       477  2.44%
# False negatives:     33429  77.80%
# TCR(l=50): 0.750188  SpamRecall: 22.204%  SpamPrec: 95.239%