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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187393  20.896%  (99.690% of non-spam corpus)
# Correctly spam:     650788  72.568%  (91.812% of spam corpus)
# False positives:       582  0.065%  (0.310% of nonspam, 147770 weighted)
# False negatives:     58037  6.472%  (8.188% of spam, 122687 weighted)
# Average score for spam:  18.7    nonspam: -0.9
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              896800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23497  99.65%
# Correctly spam:      81188  91.81%
# False positives:        83  0.35%
# False negatives:      7244  8.19%
# TCR(l=50): 7.761278  SpamRecall: 91.808%  SpamPrec: 99.898%

##### 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: 185648  98.76%
# Correctly spam:     520434  73.42%
# False positives:      2327  1.24%
# False negatives:    188391  26.58%
# TCR(l=50): 2.325992  SpamRecall: 73.422%  SpamPrec: 99.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23286  98.75%
# Correctly spam:      64989  73.49%
# False positives:       294  1.25%
# False negatives:     23443  26.51%
# TCR(l=50): 2.318433  SpamRecall: 73.490%  SpamPrec: 99.550%