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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131456  34.275%  (96.452% of non-spam corpus)
# Correctly spam:     207885  54.202%  (84.082% of spam corpus)
# False positives:      4836  1.261%  (3.548% of nonspam, 888189 weighted)
# False negatives:     39357  10.262%  (15.918% of spam,  96144 weighted)
# Average score for spam:  10.5    nonspam: 0.2
# Average for false-pos:   10.1  false-neg: 2.4
# TOTAL:              383534  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16421  96.24%
# Correctly spam:      25947  84.09%
# False positives:       642  3.76%
# False negatives:      4909  15.91%
# TCR(l=50): 0.833743  SpamRecall: 84.091%  SpamPrec: 97.585%

##### 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: 131787  96.69%
# Correctly spam:     147796  59.78%
# False positives:      4505  3.31%
# False negatives:     99446  40.22%
# TCR(l=50): 0.761457  SpamRecall: 59.778%  SpamPrec: 97.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16467  96.51%
# Correctly spam:      18588  60.24%
# False positives:       596  3.49%
# False negatives:     12268  39.76%
# TCR(l=50): 0.733479  SpamRecall: 60.241%  SpamPrec: 96.893%