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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134112  26.301%  (99.538% of non-spam corpus)
# Correctly spam:     371825  72.920%  (99.107% of spam corpus)
# False positives:       622  0.122%  (0.462% of nonspam, 105699 weighted)
# False negatives:      3350  0.657%  (0.893% of spam,   5428 weighted)
# Average score for spam:  31.5    nonspam: -1.3
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              509909  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16808  99.55%
# Correctly spam:      46371  99.16%
# False positives:        76  0.45%
# False negatives:       393  0.84%
# TCR(l=50): 11.152874  SpamRecall: 99.160%  SpamPrec: 99.836%

##### 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: 134562  99.87%
# Correctly spam:     368070  98.11%
# False positives:       172  0.13%
# False negatives:      7105  1.89%
# TCR(l=50): 23.888889  SpamRecall: 98.106%  SpamPrec: 99.953%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16869  99.91%
# Correctly spam:      45921  98.20%
# False positives:        15  0.09%
# False negatives:       843  1.80%
# TCR(l=50): 29.355932  SpamRecall: 98.197%  SpamPrec: 99.967%