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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283745  54.476%  (99.676% of non-spam corpus)
# Correctly spam:     193438  37.138%  (81.896% of spam corpus)
# False positives:       923  0.177%  (0.324% of nonspam,  52788 weighted)
# False negatives:     42761  8.210%  (18.104% of spam,  84568 weighted)
# Average score for spam:  16.0    nonspam: -0.8
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              520867  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35480  99.65%
# Correctly spam:      24302  82.23%
# False positives:       126  0.35%
# False negatives:      5252  17.77%
# TCR(l=50): 2.558345  SpamRecall: 82.229%  SpamPrec: 99.484%

##### 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: 283513  99.59%
# Correctly spam:     157604  66.73%
# False positives:      1155  0.41%
# False negatives:     78595  33.27%
# TCR(l=50): 1.732363  SpamRecall: 66.725%  SpamPrec: 99.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35450  99.56%
# Correctly spam:      19789  66.96%
# False positives:       156  0.44%
# False negatives:      9765  33.04%
# TCR(l=50): 1.682551  SpamRecall: 66.959%  SpamPrec: 99.218%