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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148998  45.937%  (97.370% of non-spam corpus)
# Correctly spam:     114626  35.340%  (66.904% of spam corpus)
# False positives:      4024  1.241%  (2.630% of nonspam, 135227 weighted)
# False negatives:     56703  17.482%  (33.096% of spam, 116371 weighted)
# Average score for spam:  11.3    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              324351  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18705  97.16%
# Correctly spam:      14301  66.28%
# False positives:       547  2.84%
# False negatives:      7277  33.72%
# TCR(l=50): 0.623155  SpamRecall: 66.276%  SpamPrec: 96.316%

##### 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: 149333  97.59%
# Correctly spam:      55682  32.50%
# False positives:      3689  2.41%
# False negatives:    115647  67.50%
# TCR(l=50): 0.570912  SpamRecall: 32.500%  SpamPrec: 93.787%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18754  97.41%
# Correctly spam:       6959  32.25%
# False positives:       498  2.59%
# False negatives:     14619  67.75%
# TCR(l=50): 0.546016  SpamRecall: 32.250%  SpamPrec: 93.322%