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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167688  44.770%  (99.485% of non-spam corpus)
# Correctly spam:     143866  38.410%  (69.839% of spam corpus)
# False positives:       868  0.232%  (0.515% of nonspam,  79923 weighted)
# False negatives:     62132  16.588%  (30.161% of spam, 137728 weighted)
# Average score for spam:  10.4    nonspam: -1.2
# Average for false-pos:   7.5  false-neg: 2.2
# TOTAL:              374554  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21136  99.52%
# Correctly spam:      17961  69.64%
# False positives:       102  0.48%
# False negatives:      7830  30.36%
# TCR(l=50): 1.994664  SpamRecall: 69.641%  SpamPrec: 99.435%

##### 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: 167879  99.60%
# Correctly spam:      90032  43.71%
# False positives:       677  0.40%
# False negatives:    115966  56.29%
# TCR(l=50): 1.375007  SpamRecall: 43.705%  SpamPrec: 99.254%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21171  99.68%
# Correctly spam:      11226  43.53%
# False positives:        67  0.32%
# False negatives:     14565  56.47%
# TCR(l=50): 1.439632  SpamRecall: 43.527%  SpamPrec: 99.407%