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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147608  25.488%  (96.663% of non-spam corpus)
# Correctly spam:     233740  40.360%  (54.813% of spam corpus)
# False positives:      5096  0.880%  (3.337% of nonspam, 432236 weighted)
# False negatives:    192692  33.272%  (45.187% of spam, 547687 weighted)
# Average score for spam:  12.4    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.8
# TOTAL:              579136  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18531  96.53%
# Correctly spam:      28971  54.52%
# False positives:       667  3.47%
# False negatives:     24171  45.48%
# TCR(l=50): 0.923871  SpamRecall: 54.516%  SpamPrec: 97.750%

##### 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: 147372  96.51%
# Correctly spam:     185041  43.39%
# False positives:      5332  3.49%
# False negatives:    241391  56.61%
# TCR(l=50): 0.839448  SpamRecall: 43.393%  SpamPrec: 97.199%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18552  96.64%
# Correctly spam:      22912  43.11%
# False positives:       646  3.36%
# False negatives:     30230  56.89%
# TCR(l=50): 0.849864  SpamRecall: 43.115%  SpamPrec: 97.258%