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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149955  22.942%  (94.824% of non-spam corpus)
# Correctly spam:     242233  37.059%  (48.887% of spam corpus)
# False positives:      8185  1.252%  (5.176% of nonspam, 2530934 weighted)
# False negatives:    253261  38.747%  (51.113% of spam, 781010 weighted)
# Average score for spam:  5.8    nonspam: 0.7
# Average for false-pos:   9.9  false-neg: 3.1
# TOTAL:              653634  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  95.09%
# Correctly spam:      30212  48.83%
# False positives:       978  4.91%
# False negatives:     31657  51.17%
# TCR(l=50): 0.768015  SpamRecall: 48.832%  SpamPrec: 96.864%

##### 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: 154841  97.91%
# Correctly spam:      37641  7.60%
# False positives:      3299  2.09%
# False negatives:    457853  92.40%
# TCR(l=50): 0.795587  SpamRecall: 7.597%  SpamPrec: 91.942%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19523  98.01%
# Correctly spam:       4785  7.73%
# False positives:       396  1.99%
# False negatives:     57084  92.27%
# TCR(l=50): 0.804706  SpamRecall: 7.734%  SpamPrec: 92.357%