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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158052  21.867%  (99.260% of non-spam corpus)
# Correctly spam:     426127  58.956%  (75.613% of spam corpus)
# False positives:      1179  0.163%  (0.740% of nonspam, 261107 weighted)
# False negatives:    137436  19.015%  (24.387% of spam, 275655 weighted)
# Average score for spam:  18.3    nonspam: -0.5
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              722794  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19895  99.22%
# Correctly spam:      53183  75.57%
# False positives:       157  0.78%
# False negatives:     17195  24.43%
# TCR(l=50): 2.810062  SpamRecall: 75.568%  SpamPrec: 99.706%

##### 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: 158719  99.68%
# Correctly spam:     185470  32.91%
# False positives:       512  0.32%
# False negatives:    378093  67.09%
# TCR(l=50): 1.396019  SpamRecall: 32.910%  SpamPrec: 99.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19988  99.68%
# Correctly spam:      23041  32.74%
# False positives:        64  0.32%
# False negatives:     47337  67.26%
# TCR(l=50): 1.392603  SpamRecall: 32.739%  SpamPrec: 99.723%