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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152774  50.612%  (99.585% of non-spam corpus)
# Correctly spam:      84914  28.131%  (57.203% of spam corpus)
# False positives:       637  0.211%  (0.415% of nonspam,  36362 weighted)
# False negatives:     63528  21.046%  (42.797% of spam, 163604 weighted)
# Average score for spam:  8.1    nonspam: -0.4
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              301853  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19207  99.52%
# Correctly spam:      10638  57.11%
# False positives:        92  0.48%
# False negatives:      7988  42.89%
# TCR(l=50): 1.479663  SpamRecall: 57.114%  SpamPrec: 99.143%

##### 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: 152976  99.72%
# Correctly spam:      64268  43.30%
# False positives:       435  0.28%
# False negatives:     84174  56.70%
# TCR(l=50): 1.401401  SpamRecall: 43.295%  SpamPrec: 99.328%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19233  99.66%
# Correctly spam:       8042  43.18%
# False positives:        66  0.34%
# False negatives:     10584  56.82%
# TCR(l=50): 1.341544  SpamRecall: 43.176%  SpamPrec: 99.186%