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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154435  39.021%  (99.672% of non-spam corpus)
# Correctly spam:     238286  60.208%  (98.943% of spam corpus)
# False positives:       508  0.128%  (0.328% of nonspam,  48614 weighted)
# False negatives:      2545  0.643%  (1.057% of spam,   8073 weighted)
# Average score for spam:  22.5    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.2
# TOTAL:              395774  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19424  99.61%
# Correctly spam:      29832  99.00%
# False positives:        77  0.39%
# False negatives:       301  1.00%
# TCR(l=50): 7.259215  SpamRecall: 99.001%  SpamPrec: 99.743%

##### 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: 154764  99.88%
# Correctly spam:     227122  94.31%
# False positives:       179  0.12%
# False negatives:     13709  5.69%
# TCR(l=50): 10.628492  SpamRecall: 94.308%  SpamPrec: 99.921%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19478  99.88%
# Correctly spam:      28404  94.26%
# False positives:        23  0.12%
# False negatives:      1729  5.74%
# TCR(l=50): 10.466481  SpamRecall: 94.262%  SpamPrec: 99.919%