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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126373  31.702%  (98.093% of non-spam corpus)
# Correctly spam:     204575  51.319%  (75.824% of spam corpus)
# False positives:      2457  0.616%  (1.907% of nonspam, 153992 weighted)
# False negatives:     65227  16.363%  (24.176% of spam, 198548 weighted)
# Average score for spam:  12.4    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              398632  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15853  98.00%
# Correctly spam:      25599  75.87%
# False positives:       324  2.00%
# False negatives:      8143  24.13%
# TCR(l=50): 1.386107  SpamRecall: 75.867%  SpamPrec: 98.750%

##### 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: 125707  97.58%
# Correctly spam:     158351  58.69%
# False positives:      3123  2.42%
# False negatives:    111451  41.31%
# TCR(l=50): 1.008225  SpamRecall: 58.692%  SpamPrec: 98.066%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15784  97.57%
# Correctly spam:      19762  58.57%
# False positives:       393  2.43%
# False negatives:     13980  41.43%
# TCR(l=50): 1.003330  SpamRecall: 58.568%  SpamPrec: 98.050%