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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 269758  56.603%  (99.175% of non-spam corpus)
# Correctly spam:     132470  27.796%  (64.752% of spam corpus)
# False positives:      2243  0.471%  (0.825% of nonspam,  51035 weighted)
# False negatives:     72112  15.131%  (35.248% of spam, 208549 weighted)
# Average score for spam:  6.7    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              476583  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33702  99.14%
# Correctly spam:      16553  64.68%
# False positives:       291  0.86%
# False negatives:      9038  35.32%
# TCR(l=50): 1.084916  SpamRecall: 64.683%  SpamPrec: 98.272%

##### 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: 269869  99.22%
# Correctly spam:     129163  63.14%
# False positives:      2132  0.78%
# False negatives:     75419  36.86%
# TCR(l=50): 1.123960  SpamRecall: 63.135%  SpamPrec: 98.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33720  99.20%
# Correctly spam:      16146  63.09%
# False positives:       273  0.80%
# False negatives:      9445  36.91%
# TCR(l=50): 1.108075  SpamRecall: 63.092%  SpamPrec: 98.337%