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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155477  38.367%  (99.084% of non-spam corpus)
# Correctly spam:     139087  34.322%  (56.010% of spam corpus)
# False positives:      1437  0.355%  (0.916% of nonspam, 146247 weighted)
# False negatives:    109237  26.956%  (43.990% of spam, 283576 weighted)
# Average score for spam:  9.1    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              405238  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19568  99.15%
# Correctly spam:      17283  55.79%
# False positives:       167  0.85%
# False negatives:     13697  44.21%
# TCR(l=50): 1.405180  SpamRecall: 55.788%  SpamPrec: 99.043%

##### 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: 156257  99.58%
# Correctly spam:      90515  36.45%
# False positives:       657  0.42%
# False negatives:    157809  63.55%
# TCR(l=50): 1.302451  SpamRecall: 36.450%  SpamPrec: 99.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19661  99.63%
# Correctly spam:      11237  36.27%
# False positives:        74  0.37%
# False negatives:     19743  63.73%
# TCR(l=50): 1.321503  SpamRecall: 36.272%  SpamPrec: 99.346%