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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152800  39.743%  (99.077% of non-spam corpus)
# Correctly spam:     141629  36.837%  (61.512% of spam corpus)
# False positives:      1423  0.370%  (0.923% of nonspam, 117850 weighted)
# False negatives:     88618  23.049%  (38.488% of spam, 202769 weighted)
# Average score for spam:  9.7    nonspam: -0.2
# Average for false-pos:   5.5  false-neg: 2.3
# TOTAL:              384470  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19220  99.06%
# Correctly spam:      17697  61.40%
# False positives:       182  0.94%
# False negatives:     11126  38.60%
# TCR(l=50): 1.425047  SpamRecall: 61.399%  SpamPrec: 98.982%

##### 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: 153057  99.24%
# Correctly spam:      85107  36.96%
# False positives:      1166  0.76%
# False negatives:    145140  63.04%
# TCR(l=50): 1.131769  SpamRecall: 36.963%  SpamPrec: 98.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19257  99.25%
# Correctly spam:      10679  37.05%
# False positives:       145  0.75%
# False negatives:     18144  62.95%
# TCR(l=50): 1.135032  SpamRecall: 37.050%  SpamPrec: 98.660%