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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141557  53.217%  (99.630% of non-spam corpus)
# Correctly spam:     106379  39.992%  (85.846% of spam corpus)
# False positives:       525  0.197%  (0.370% of nonspam,  26751 weighted)
# False negatives:     17540  6.594%  (14.154% of spam,  43584 weighted)
# Average score for spam:  14.7    nonspam: -0.3
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              266001  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17769  99.67%
# Correctly spam:      13342  85.77%
# False positives:        59  0.33%
# False negatives:      2214  14.23%
# TCR(l=50): 3.012393  SpamRecall: 85.768%  SpamPrec: 99.560%

##### 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: 141534  99.61%
# Correctly spam:      63740  51.44%
# False positives:       548  0.39%
# False negatives:     60179  48.56%
# TCR(l=50): 1.414940  SpamRecall: 51.437%  SpamPrec: 99.148%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17752  99.57%
# Correctly spam:       8016  51.53%
# False positives:        76  0.43%
# False negatives:      7540  48.47%
# TCR(l=50): 1.371781  SpamRecall: 51.530%  SpamPrec: 99.061%