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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434736  38.783%  (99.572% of non-spam corpus)
# Correctly spam:     509967  45.495%  (74.520% of spam corpus)
# False positives:      1867  0.167%  (0.428% of nonspam, 179568 weighted)
# False negatives:    174368  15.556%  (25.480% of spam, 383049 weighted)
# Average score for spam:  11.1    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1120938  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54195  99.58%
# Correctly spam:      63436  74.32%
# False positives:       231  0.42%
# False negatives:     21916  25.68%
# TCR(l=50): 2.550409  SpamRecall: 74.323%  SpamPrec: 99.637%

##### 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: 434649  99.55%
# Correctly spam:     319163  46.64%
# False positives:      1954  0.45%
# False negatives:    365172  53.36%
# TCR(l=50): 1.478454  SpamRecall: 46.638%  SpamPrec: 99.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54208  99.60%
# Correctly spam:      39520  46.30%
# False positives:       218  0.40%
# False negatives:     45832  53.70%
# TCR(l=50): 1.504477  SpamRecall: 46.302%  SpamPrec: 99.451%