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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 265935  43.003%  (97.327% of non-spam corpus)
# Correctly spam:     275479  44.547%  (79.811% of spam corpus)
# False positives:      7303  1.181%  (2.673% of nonspam, 570556 weighted)
# False negatives:     69687  11.269%  (20.189% of spam, 155779 weighted)
# Average score for spam:  13.5    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              618404  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33271  97.39%
# Correctly spam:      34307  79.74%
# False positives:       890  2.61%
# False negatives:      8719  20.26%
# TCR(l=50): 0.808471  SpamRecall: 79.736%  SpamPrec: 97.471%

##### 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: 270272  98.91%
# Correctly spam:     200216  58.01%
# False positives:      2966  1.09%
# False negatives:    144950  41.99%
# TCR(l=50): 1.177037  SpamRecall: 58.006%  SpamPrec: 98.540%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33791  98.92%
# Correctly spam:      25097  58.33%
# False positives:       370  1.08%
# False negatives:     17929  41.67%
# TCR(l=50): 1.181092  SpamRecall: 58.330%  SpamPrec: 98.547%