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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106407  80.147%  (99.684% of non-spam corpus)
# Correctly spam:      25083  18.893%  (96.395% of spam corpus)
# False positives:       337  0.254%  (0.316% of nonspam,   4887 weighted)
# False negatives:       938  0.707%  (3.605% of spam,   2276 weighted)
# Average score for spam:  23.5    nonspam: -0.8
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              132765  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13444  99.70%
# Correctly spam:       3187  96.75%
# False positives:        41  0.30%
# False negatives:       107  3.25%
# TCR(l=50): 1.527121  SpamRecall: 96.752%  SpamPrec: 98.730%

##### 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: 106405  99.68%
# Correctly spam:      21099  81.08%
# False positives:       339  0.32%
# False negatives:      4922  18.92%
# TCR(l=50): 1.189695  SpamRecall: 81.085%  SpamPrec: 98.419%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13447  99.72%
# Correctly spam:       2701  82.00%
# False positives:        38  0.28%
# False negatives:       593  18.00%
# TCR(l=50): 1.321300  SpamRecall: 81.998%  SpamPrec: 98.613%