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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171951  44.290%  (97.549% of non-spam corpus)
# Correctly spam:     136861  35.252%  (64.567% of spam corpus)
# False positives:      4320  1.113%  (2.451% of nonspam, 161547 weighted)
# False negatives:     75108  19.346%  (35.433% of spam, 190861 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              388240  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21665  97.75%
# Correctly spam:      17295  65.21%
# False positives:       498  2.25%
# False negatives:      9228  34.79%
# TCR(l=50): 0.777162  SpamRecall: 65.208%  SpamPrec: 97.201%

##### 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: 173183  98.25%
# Correctly spam:      74508  35.15%
# False positives:      3088  1.75%
# False negatives:    137461  64.85%
# TCR(l=50): 0.726267  SpamRecall: 35.150%  SpamPrec: 96.020%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21813  98.42%
# Correctly spam:       9365  35.31%
# False positives:       350  1.58%
# False negatives:     17158  64.69%
# TCR(l=50): 0.765278  SpamRecall: 35.309%  SpamPrec: 96.397%