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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171646  21.199%  (99.526% of non-spam corpus)
# Correctly spam:     269920  33.336%  (42.358% of spam corpus)
# False positives:       818  0.101%  (0.474% of nonspam, 185924 weighted)
# False negatives:    367320  45.365%  (57.642% of spam, 889405 weighted)
# Average score for spam:  6.4    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              809704  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21578  99.45%
# Correctly spam:      33670  42.34%
# False positives:       120  0.55%
# False negatives:     45861  57.66%
# TCR(l=50): 1.533542  SpamRecall: 42.336%  SpamPrec: 99.645%

##### 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: 172007  99.74%
# Correctly spam:     128807  20.21%
# False positives:       457  0.26%
# False negatives:    508433  79.79%
# TCR(l=50): 1.199436  SpamRecall: 20.213%  SpamPrec: 99.646%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21637  99.72%
# Correctly spam:      15954  20.06%
# False positives:        61  0.28%
# False negatives:     63577  79.94%
# TCR(l=50): 1.193675  SpamRecall: 20.060%  SpamPrec: 99.619%