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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 645944  44.102%  (99.580% of non-spam corpus)
# Correctly spam:     659299  45.014%  (80.799% of spam corpus)
# False positives:      2727  0.186%  (0.420% of nonspam,  99956 weighted)
# False negatives:    156673  10.697%  (19.201% of spam, 344357 weighted)
# Average score for spam:  11.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1464643  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80372  99.31%
# Correctly spam:      82363  80.96%
# False positives:       561  0.69%
# False negatives:     19367  19.04%
# TCR(l=50): 2.145433  SpamRecall: 80.962%  SpamPrec: 99.323%

##### 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: 634038  97.74%
# Correctly spam:     342224  41.94%
# False positives:     14633  2.26%
# False negatives:    473748  58.06%
# TCR(l=50): 0.676932  SpamRecall: 41.941%  SpamPrec: 95.899%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79055  97.68%
# Correctly spam:      42724  42.00%
# False positives:      1878  2.32%
# False negatives:     59006  58.00%
# TCR(l=50): 0.665311  SpamRecall: 41.997%  SpamPrec: 95.789%