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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144497  47.156%  (97.808% of non-spam corpus)
# Correctly spam:     116668  38.074%  (73.521% of spam corpus)
# False positives:      3238  1.057%  (2.192% of nonspam, 104133 weighted)
# False negatives:     42018  13.713%  (26.479% of spam, 101577 weighted)
# Average score for spam:  11.0    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              306421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18104  97.60%
# Correctly spam:      14631  73.21%
# False positives:       446  2.40%
# False negatives:      5355  26.79%
# TCR(l=50): 0.722690  SpamRecall: 73.206%  SpamPrec: 97.042%

##### 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: 144165  97.58%
# Correctly spam:      58445  36.83%
# False positives:      3570  2.42%
# False negatives:    100241  63.17%
# TCR(l=50): 0.569296  SpamRecall: 36.831%  SpamPrec: 94.243%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18127  97.72%
# Correctly spam:       7407  37.06%
# False positives:       423  2.28%
# False negatives:     12579  62.94%
# TCR(l=50): 0.592546  SpamRecall: 37.061%  SpamPrec: 94.598%