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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179386  41.911%  (99.774% of non-spam corpus)
# Correctly spam:     229015  53.506%  (92.260% of spam corpus)
# False positives:       407  0.095%  (0.226% of nonspam,  35395 weighted)
# False negatives:     19213  4.489%  (7.740% of spam,  44208 weighted)
# Average score for spam:  17.0    nonspam: -2.6
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              428021  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22523  99.77%
# Correctly spam:      28589  92.30%
# False positives:        51  0.23%
# False negatives:      2384  7.70%
# TCR(l=50): 6.277463  SpamRecall: 92.303%  SpamPrec: 99.822%

##### 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: 178662  99.37%
# Correctly spam:     198788  80.08%
# False positives:      1131  0.63%
# False negatives:     49440  19.92%
# TCR(l=50): 2.341995  SpamRecall: 80.083%  SpamPrec: 99.434%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22435  99.38%
# Correctly spam:      24822  80.14%
# False positives:       139  0.62%
# False negatives:      6151  19.86%
# TCR(l=50): 2.364171  SpamRecall: 80.141%  SpamPrec: 99.443%