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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156042  43.165%  (97.615% of non-spam corpus)
# Correctly spam:     145613  40.280%  (72.211% of spam corpus)
# False positives:      3813  1.055%  (2.385% of nonspam, 144109 weighted)
# False negatives:     56037  15.501%  (27.789% of spam, 143268 weighted)
# Average score for spam:  10.7    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              361505  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19625  97.44%
# Correctly spam:      18188  72.14%
# False positives:       515  2.56%
# False negatives:      7023  27.86%
# TCR(l=50): 0.769261  SpamRecall: 72.143%  SpamPrec: 97.246%

##### 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: 155722  97.41%
# Correctly spam:      61344  30.42%
# False positives:      4133  2.59%
# False negatives:    140306  69.58%
# TCR(l=50): 0.581198  SpamRecall: 30.421%  SpamPrec: 93.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19630  97.47%
# Correctly spam:       7701  30.55%
# False positives:       510  2.53%
# False negatives:     17510  69.45%
# TCR(l=50): 0.586166  SpamRecall: 30.546%  SpamPrec: 93.789%