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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 346048  48.251%  (94.782% of non-spam corpus)
# Correctly spam:     136569  19.043%  (38.789% of spam corpus)
# False positives:     19052  2.657%  (5.218% of nonspam, 540001 weighted)
# False negatives:    215509  30.050%  (61.211% of spam, 547933 weighted)
# Average score for spam:  4.7    nonspam: 1.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              717178  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42955  94.39%
# Correctly spam:      17101  38.96%
# False positives:      2555  5.61%
# False negatives:     26798  61.04%
# TCR(l=50): 0.284048  SpamRecall: 38.955%  SpamPrec: 87.001%

##### 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: 346144  94.81%
# Correctly spam:      75431  21.42%
# False positives:     18956  5.19%
# False negatives:    276647  78.58%
# TCR(l=50): 0.287540  SpamRecall: 21.425%  SpamPrec: 79.917%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43178  94.88%
# Correctly spam:       9321  21.23%
# False positives:      2332  5.12%
# False negatives:     34578  78.77%
# TCR(l=50): 0.290380  SpamRecall: 21.233%  SpamPrec: 79.988%