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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127601  46.704%  (97.731% of non-spam corpus)
# Correctly spam:      72646  26.589%  (50.926% of spam corpus)
# False positives:      2963  1.084%  (2.269% of nonspam,  95621 weighted)
# False negatives:     70004  25.622%  (49.074% of spam, 209251 weighted)
# Average score for spam:  7.9    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              273214  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16019  97.78%
# Correctly spam:       9113  50.91%
# False positives:       363  2.22%
# False negatives:      8788  49.09%
# TCR(l=50): 0.664526  SpamRecall: 50.908%  SpamPrec: 96.169%

##### 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: 127343  97.53%
# Correctly spam:      52111  36.53%
# False positives:      3221  2.47%
# False negatives:     90539  63.47%
# TCR(l=50): 0.566996  SpamRecall: 36.531%  SpamPrec: 94.179%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16008  97.72%
# Correctly spam:       6550  36.59%
# False positives:       374  2.28%
# False negatives:     11351  63.41%
# TCR(l=50): 0.595687  SpamRecall: 36.590%  SpamPrec: 94.598%