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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166034  49.177%  (99.455% of non-spam corpus)
# Correctly spam:     130492  38.650%  (76.452% of spam corpus)
# False positives:       910  0.270%  (0.545% of nonspam,  59075 weighted)
# False negatives:     40192  11.904%  (23.548% of spam,  82649 weighted)
# Average score for spam:  10.9    nonspam: -0.1
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              337628  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20916  99.50%
# Correctly spam:      16379  76.20%
# False positives:       106  0.50%
# False negatives:      5116  23.80%
# TCR(l=50): 2.063652  SpamRecall: 76.199%  SpamPrec: 99.357%

##### 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: 166671  99.84%
# Correctly spam:      58697  34.39%
# False positives:       273  0.16%
# False negatives:    111987  65.61%
# TCR(l=50): 1.358549  SpamRecall: 34.389%  SpamPrec: 99.537%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20991  99.85%
# Correctly spam:       7405  34.45%
# False positives:        31  0.15%
# False negatives:     14090  65.55%
# TCR(l=50): 1.374361  SpamRecall: 34.450%  SpamPrec: 99.583%