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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 302408  43.369%  (99.850% of non-spam corpus)
# Correctly spam:     347558  49.844%  (88.118% of spam corpus)
# False positives:       454  0.065%  (0.150% of nonspam,  37283 weighted)
# False negatives:     46867  6.721%  (11.882% of spam,  81521 weighted)
# Average score for spam:  16.3    nonspam: -2.3
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              697287  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37752  99.84%
# Correctly spam:      43235  87.87%
# False positives:        61  0.16%
# False negatives:      5969  12.13%
# TCR(l=50): 5.455594  SpamRecall: 87.869%  SpamPrec: 99.859%

##### 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: 300987  99.38%
# Correctly spam:     257654  65.32%
# False positives:      1875  0.62%
# False negatives:    136771  34.68%
# TCR(l=50): 1.711015  SpamRecall: 65.324%  SpamPrec: 99.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37555  99.32%
# Correctly spam:      32238  65.52%
# False positives:       258  0.68%
# False negatives:     16966  34.48%
# TCR(l=50): 1.647492  SpamRecall: 65.519%  SpamPrec: 99.206%