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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174762  10.340%  (96.342% of non-spam corpus)
# Correctly spam:     957388  56.647%  (63.458% of spam corpus)
# False positives:      6636  0.393%  (3.658% of nonspam, 1751245 weighted)
# False negatives:    551297  32.620%  (36.542% of spam, 1762914 weighted)
# Average score for spam:  9.0    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              1690083  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21871  96.00%
# Correctly spam:     119628  63.50%
# False positives:       911  4.00%
# False negatives:     68752  36.50%
# TCR(l=50): 1.648090  SpamRecall: 63.504%  SpamPrec: 99.244%

##### 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: 175623  96.82%
# Correctly spam:     160734  10.65%
# False positives:      5775  3.18%
# False negatives:    1347951  89.35%
# TCR(l=50): 0.921784  SpamRecall: 10.654%  SpamPrec: 96.532%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22011  96.62%
# Correctly spam:      20255  10.75%
# False positives:       771  3.38%
# False negatives:    168125  89.25%
# TCR(l=50): 0.911479  SpamRecall: 10.752%  SpamPrec: 96.333%