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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 650022  41.592%  (99.848% of non-spam corpus)
# Correctly spam:     841433  53.840%  (92.280% of spam corpus)
# False positives:       987  0.063%  (0.152% of nonspam,  83498 weighted)
# False negatives:     70393  4.504%  (7.720% of spam, 123991 weighted)
# Average score for spam:  16.1    nonspam: -2.3
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              1562835  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  81038  99.78%
# Correctly spam:     104996  92.27%
# False positives:       177  0.22%
# False negatives:      8795  7.73%
# TCR(l=50): 6.448909  SpamRecall: 92.271%  SpamPrec: 99.832%

##### 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: 648934  99.68%
# Correctly spam:     600086  65.81%
# False positives:      2075  0.32%
# False negatives:    311740  34.19%
# TCR(l=50): 2.194580  SpamRecall: 65.811%  SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80958  99.68%
# Correctly spam:      74841  65.77%
# False positives:       257  0.32%
# False negatives:     38950  34.23%
# TCR(l=50): 2.196737  SpamRecall: 65.771%  SpamPrec: 99.658%