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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 674234  39.547%  (99.833% of non-spam corpus)
# Correctly spam:     954929  56.010%  (92.752% of spam corpus)
# False positives:      1131  0.066%  (0.167% of nonspam, 108946 weighted)
# False negatives:     74619  4.377%  (7.248% of spam, 124915 weighted)
# Average score for spam:  15.7    nonspam: -2.3
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1704913  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84112  99.84%
# Correctly spam:     119237  92.78%
# False positives:       138  0.16%
# False negatives:      9272  7.22%
# TCR(l=50): 7.946389  SpamRecall: 92.785%  SpamPrec: 99.884%

##### 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: 673390  99.71%
# Correctly spam:     666766  64.76%
# False positives:      1975  0.29%
# False negatives:    362782  35.24%
# TCR(l=50): 2.230719  SpamRecall: 64.763%  SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84030  99.74%
# Correctly spam:      83072  64.64%
# False positives:       220  0.26%
# False negatives:     45437  35.36%
# TCR(l=50): 2.277035  SpamRecall: 64.643%  SpamPrec: 99.736%