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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178075  54.529%  (99.646% of non-spam corpus)
# Correctly spam:     129081  39.526%  (87.298% of spam corpus)
# False positives:       632  0.194%  (0.354% of nonspam,  32541 weighted)
# False negatives:     18782  5.751%  (12.702% of spam,  45705 weighted)
# Average score for spam:  16.0    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              326570  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22369  99.65%
# Correctly spam:      16192  87.24%
# False positives:        78  0.35%
# False negatives:      2369  12.76%
# TCR(l=50): 2.960759  SpamRecall: 87.237%  SpamPrec: 99.521%

##### 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: 178229  99.73%
# Correctly spam:      94582  63.97%
# False positives:       478  0.27%
# False negatives:     53281  36.03%
# TCR(l=50): 1.915795  SpamRecall: 63.966%  SpamPrec: 99.497%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22383  99.71%
# Correctly spam:      11886  64.04%
# False positives:        64  0.29%
# False negatives:      6675  35.96%
# TCR(l=50): 1.879595  SpamRecall: 64.037%  SpamPrec: 99.464%