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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 746934  51.866%  (99.693% of non-spam corpus)
# Correctly spam:     504055  35.001%  (72.957% of spam corpus)
# False positives:      2301  0.160%  (0.307% of nonspam,  64812 weighted)
# False negatives:    186834  12.973%  (27.043% of spam, 394324 weighted)
# Average score for spam:  8.5    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              1440124  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93026  99.55%
# Correctly spam:      63326  73.48%
# False positives:       418  0.45%
# False negatives:     22855  26.52%
# TCR(l=50): 1.969626  SpamRecall: 73.480%  SpamPrec: 99.344%

##### 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: 736275  98.27%
# Correctly spam:     337716  48.88%
# False positives:     12960  1.73%
# False negatives:    353173  51.12%
# TCR(l=50): 0.690080  SpamRecall: 48.881%  SpamPrec: 96.304%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91808  98.25%
# Correctly spam:      41963  48.69%
# False positives:      1636  1.75%
# False negatives:     44218  51.31%
# TCR(l=50): 0.683878  SpamRecall: 48.692%  SpamPrec: 96.248%