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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 635559  42.780%  (99.601% of non-spam corpus)
# Correctly spam:     689676  46.422%  (81.373% of spam corpus)
# False positives:      2543  0.171%  (0.399% of nonspam,  99012 weighted)
# False negatives:    157877  10.627%  (18.627% of spam, 350509 weighted)
# Average score for spam:  11.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1485655  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79335  99.60%
# Correctly spam:      85823  81.21%
# False positives:       315  0.40%
# False negatives:     19853  18.79%
# TCR(l=50): 2.968177  SpamRecall: 81.213%  SpamPrec: 99.634%

##### 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: 623255  97.67%
# Correctly spam:     363800  42.92%
# False positives:     14847  2.33%
# False negatives:    483753  57.08%
# TCR(l=50): 0.691258  SpamRecall: 42.924%  SpamPrec: 96.079%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77753  97.62%
# Correctly spam:      45184  42.76%
# False positives:      1897  2.38%
# False negatives:     60492  57.24%
# TCR(l=50): 0.680280  SpamRecall: 42.757%  SpamPrec: 95.971%