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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180410  21.062%  (96.313% of non-spam corpus)
# Correctly spam:     618460  72.203%  (92.412% of spam corpus)
# False positives:      6907  0.806%  (3.687% of nonspam, 778555 weighted)
# False negatives:     50781  5.928%  (7.588% of spam, 182009 weighted)
# Average score for spam:  8.9    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.6
# TOTAL:              856558  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22598  96.13%
# Correctly spam:      77153  92.36%
# False positives:       909  3.87%
# False negatives:      6381  7.64%
# TCR(l=50): 1.611661  SpamRecall: 92.361%  SpamPrec: 98.836%

##### 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: 181357  96.82%
# Correctly spam:      97815  14.62%
# False positives:      5960  3.18%
# False negatives:    571426  85.38%
# TCR(l=50): 0.769750  SpamRecall: 14.616%  SpamPrec: 94.257%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22764  96.84%
# Correctly spam:      12172  14.57%
# False positives:       743  3.16%
# False negatives:     71362  85.43%
# TCR(l=50): 0.769813  SpamRecall: 14.571%  SpamPrec: 94.247%