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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143894  26.590%  (97.942% of non-spam corpus)
# Correctly spam:      58053  10.728%  (14.725% of spam corpus)
# False positives:      3023  0.559%  (2.058% of nonspam, 244203 weighted)
# False negatives:    336190  62.124%  (85.275% of spam, 922038 weighted)
# Average score for spam:  3.7    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              541160  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18049  97.84%
# Correctly spam:       7284  14.81%
# False positives:       398  2.16%
# False negatives:     41902  85.19%
# TCR(l=50): 0.795864  SpamRecall: 14.809%  SpamPrec: 94.819%

##### 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: 143277  97.52%
# Correctly spam:      39127  9.92%
# False positives:      3640  2.48%
# False negatives:    355116  90.08%
# TCR(l=50): 0.734000  SpamRecall: 9.925%  SpamPrec: 91.489%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17980  97.47%
# Correctly spam:       4869  9.90%
# False positives:       467  2.53%
# False negatives:     44317  90.10%
# TCR(l=50): 0.726883  SpamRecall: 9.899%  SpamPrec: 91.248%