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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154435  41.365%  (99.672% of non-spam corpus)
# Correctly spam:     216101  57.882%  (98.946% of spam corpus)
# False positives:       508  0.136%  (0.328% of nonspam,  44094 weighted)
# False negatives:      2302  0.617%  (1.054% of spam,   7342 weighted)
# Average score for spam:  22.5    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.2
# TOTAL:              373346  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19425  99.61%
# Correctly spam:      27073  99.06%
# False positives:        76  0.39%
# False negatives:       257  0.94%
# TCR(l=50): 6.736505  SpamRecall: 99.060%  SpamPrec: 99.720%

##### 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:     206094  94.36%
# False positives:       179  0.12%
# False negatives:     12309  5.64%
# TCR(l=50): 10.273437  SpamRecall: 94.364%  SpamPrec: 99.913%
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:      25827  94.50%
# False positives:        23  0.12%
# False negatives:      1503  5.50%
# TCR(l=50): 10.301545  SpamRecall: 94.501%  SpamPrec: 99.911%