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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158153  55.109%  (97.728% of non-spam corpus)
# Correctly spam:     112307  39.134%  (89.736% of spam corpus)
# False positives:      3677  1.281%  (2.272% of nonspam,  90906 weighted)
# False negatives:     12846  4.476%  (10.264% of spam,  34121 weighted)
# Average score for spam:  14.9    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              286983  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19930  97.67%
# Correctly spam:      14188  90.39%
# False positives:       475  2.33%
# False negatives:      1509  9.61%
# TCR(l=50): 0.621442  SpamRecall: 90.387%  SpamPrec: 96.761%

##### 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: 159917  98.82%
# Correctly spam:      79310  63.37%
# False positives:      1913  1.18%
# False negatives:     45843  36.63%
# TCR(l=50): 0.884517  SpamRecall: 63.370%  SpamPrec: 97.645%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20144  98.72%
# Correctly spam:      10089  64.27%
# False positives:       261  1.28%
# False negatives:      5608  35.73%
# TCR(l=50): 0.841301  SpamRecall: 64.273%  SpamPrec: 97.478%