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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 244032  16.125%  (99.158% of non-spam corpus)
# Correctly spam:     1057694  69.888%  (83.459% of spam corpus)
# False positives:      2071  0.137%  (0.842% of nonspam, 668066 weighted)
# False negatives:    209624  13.851%  (16.541% of spam, 520341 weighted)
# Average score for spam:  10.5    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              1513421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30450  99.09%
# Correctly spam:     132121  83.42%
# False positives:       279  0.91%
# False negatives:     26258  16.58%
# TCR(l=50): 3.938992  SpamRecall: 83.421%  SpamPrec: 99.789%

##### 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: 245513  99.76%
# Correctly spam:     730266  57.62%
# False positives:       590  0.24%
# False negatives:    537052  42.38%
# TCR(l=50): 2.236896  SpamRecall: 57.623%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30641  99.71%
# Correctly spam:      90880  57.38%
# False positives:        88  0.29%
# False negatives:     67499  42.62%
# TCR(l=50): 2.202798  SpamRecall: 57.381%  SpamPrec: 99.903%