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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 509639  45.763%  (99.669% of non-spam corpus)
# Correctly spam:     464117  41.675%  (77.054% of spam corpus)
# False positives:      1690  0.152%  (0.331% of nonspam,  59456 weighted)
# False negatives:    138210  12.410%  (22.946% of spam, 331918 weighted)
# Average score for spam:  12.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              1113656  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  63626  99.61%
# Correctly spam:      57935  76.98%
# False positives:       247  0.39%
# False negatives:     17321  23.02%
# TCR(l=50): 2.536349  SpamRecall: 76.984%  SpamPrec: 99.575%

##### 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: 499477  97.68%
# Correctly spam:     274345  45.55%
# False positives:     11852  2.32%
# False negatives:    327982  54.45%
# TCR(l=50): 0.654289  SpamRecall: 45.548%  SpamPrec: 95.859%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  62456  97.78%
# Correctly spam:      34080  45.29%
# False positives:      1417  2.22%
# False negatives:     41176  54.71%
# TCR(l=50): 0.671773  SpamRecall: 45.285%  SpamPrec: 96.008%