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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251050  47.282%  (99.555% of non-spam corpus)
# Correctly spam:     234644  44.192%  (84.164% of spam corpus)
# False positives:      1121  0.211%  (0.445% of nonspam, 105025 weighted)
# False negatives:     44150  8.315%  (15.836% of spam,  90271 weighted)
# Average score for spam:  16.1    nonspam: -0.9
# Average for false-pos:   8.5  false-neg: 2.0
# TOTAL:              530965  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31363  99.63%
# Correctly spam:      29297  84.01%
# False positives:       118  0.37%
# False negatives:      5578  15.99%
# TCR(l=50): 3.038421  SpamRecall: 84.006%  SpamPrec: 99.599%

##### 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: 250547  99.36%
# Correctly spam:     193532  69.42%
# False positives:      1624  0.64%
# False negatives:     85262  30.58%
# TCR(l=50): 1.674821  SpamRecall: 69.418%  SpamPrec: 99.168%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31306  99.44%
# Correctly spam:      24129  69.19%
# False positives:       175  0.56%
# False negatives:     10746  30.81%
# TCR(l=50): 1.788828  SpamRecall: 69.187%  SpamPrec: 99.280%