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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 305181  76.499%  (99.427% of non-spam corpus)
# Correctly spam:      59536  14.924%  (64.717% of spam corpus)
# False positives:      1758  0.441%  (0.573% of nonspam,  18479 weighted)
# False negatives:     32459  8.136%  (35.283% of spam,  42065 weighted)
# Average score for spam:  8.9    nonspam: 0.7
# Average for false-pos:   7.0  false-neg: 1.3
# TOTAL:              398934  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38064  99.45%
# Correctly spam:       7508  64.60%
# False positives:       211  0.55%
# False negatives:      4114  35.40%
# TCR(l=50): 0.792553  SpamRecall: 64.602%  SpamPrec: 97.266%

##### 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: 299579  97.60%
# Correctly spam:      45422  49.37%
# False positives:      7360  2.40%
# False negatives:     46573  50.63%
# TCR(l=50): 0.221903  SpamRecall: 49.374%  SpamPrec: 86.056%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37415  97.75%
# Correctly spam:       5719  49.21%
# False positives:       860  2.25%
# False negatives:      5903  50.79%
# TCR(l=50): 0.237654  SpamRecall: 49.208%  SpamPrec: 86.928%
