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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134296  11.274%  (99.626% of non-spam corpus)
# Correctly spam:     1051659  88.284%  (99.549% of spam corpus)
# False positives:       504  0.042%  (0.374% of nonspam, 240756 weighted)
# False negatives:      4766  0.400%  (0.451% of spam,  15150 weighted)
# Average score for spam:  23.5    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.2
# TOTAL:              1191225  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16833  99.64%
# Correctly spam:     131256  99.52%
# False positives:        60  0.36%
# False negatives:       637  0.48%
# TCR(l=50): 36.264229  SpamRecall: 99.517%  SpamPrec: 99.954%

##### 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: 134251  99.59%
# Correctly spam:     1028211  97.33%
# False positives:       549  0.41%
# False negatives:     28214  2.67%
# TCR(l=50): 18.978604  SpamRecall: 97.329%  SpamPrec: 99.947%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16826  99.60%
# Correctly spam:     128250  97.24%
# False positives:        67  0.40%
# False negatives:      3643  2.76%
# TCR(l=50): 18.860718  SpamRecall: 97.238%  SpamPrec: 99.948%