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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234918  20.187%  (99.546% of non-spam corpus)
# Correctly spam:     667296  57.343%  (71.930% of spam corpus)
# False positives:      1071  0.092%  (0.454% of nonspam, 272200 weighted)
# False negatives:    260401  22.377%  (28.070% of spam, 233830 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 0.9
# TOTAL:              1163686  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29394  99.53%
# Correctly spam:      83107  71.79%
# False positives:       140  0.47%
# False negatives:     32657  28.21%
# TCR(l=50): 2.919132  SpamRecall: 71.790%  SpamPrec: 99.832%

##### 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: 234750  99.47%
# Correctly spam:     417498  45.00%
# False positives:      1239  0.53%
# False negatives:    510199  55.00%
# TCR(l=50): 1.621426  SpamRecall: 45.004%  SpamPrec: 99.704%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29378  99.47%
# Correctly spam:      51879  44.81%
# False positives:       156  0.53%
# False negatives:     63885  55.19%
# TCR(l=50): 1.614899  SpamRecall: 44.814%  SpamPrec: 99.700%