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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154680  41.592%  (99.545% of non-spam corpus)
# Correctly spam:     107051  28.785%  (49.444% of spam corpus)
# False positives:       707  0.190%  (0.455% of nonspam,  57277 weighted)
# False negatives:    109458  29.432%  (50.556% of spam, 221065 weighted)
# Average score for spam:  9.2    nonspam: -0.5
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              371896  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19469  99.57%
# Correctly spam:      13246  48.82%
# False positives:        84  0.43%
# False negatives:     13886  51.18%
# TCR(l=50): 1.500166  SpamRecall: 48.821%  SpamPrec: 99.370%

##### 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: 154877  99.67%
# Correctly spam:      87743  40.53%
# False positives:       510  0.33%
# False negatives:    128766  59.47%
# TCR(l=50): 1.403478  SpamRecall: 40.526%  SpamPrec: 99.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19488  99.67%
# Correctly spam:      10945  40.34%
# False positives:        65  0.33%
# False negatives:     16187  59.66%
# TCR(l=50): 1.395894  SpamRecall: 40.340%  SpamPrec: 99.410%