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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131463  34.266%  (96.457% of non-spam corpus)
# Correctly spam:     207944  54.201%  (84.066% of spam corpus)
# False positives:      4829  1.259%  (3.543% of nonspam, 887974 weighted)
# False negatives:     39415  10.274%  (15.934% of spam,  96268 weighted)
# Average score for spam:  10.5    nonspam: 0.2
# Average for false-pos:   10.1  false-neg: 2.4
# TOTAL:              383651  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16421  96.24%
# Correctly spam:      25974  84.14%
# False positives:       642  3.76%
# False negatives:      4896  15.86%
# TCR(l=50): 0.834415  SpamRecall: 84.140%  SpamPrec: 97.588%

##### 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: 131787  96.69%
# Correctly spam:     147858  59.77%
# False positives:      4505  3.31%
# False negatives:     99501  40.23%
# TCR(l=50): 0.761688  SpamRecall: 59.775%  SpamPrec: 97.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16467  96.51%
# Correctly spam:      18587  60.21%
# False positives:       596  3.49%
# False negatives:     12283  39.79%
# TCR(l=50): 0.733550  SpamRecall: 60.211%  SpamPrec: 96.893%
