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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168212  39.442%  (96.859% of non-spam corpus)
# Correctly spam:     190170  44.591%  (75.223% of spam corpus)
# False positives:      5454  1.279%  (3.141% of nonspam, 240705 weighted)
# False negatives:     62639  14.688%  (24.777% of spam, 153116 weighted)
# Average score for spam:  11.2    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              426475  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21125  96.80%
# Correctly spam:      23679  75.06%
# False positives:       699  3.20%
# False negatives:      7869  24.94%
# TCR(l=50): 0.736776  SpamRecall: 75.057%  SpamPrec: 97.133%

##### 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: 168543  97.05%
# Correctly spam:      91069  36.02%
# False positives:      5123  2.95%
# False negatives:    161740  63.98%
# TCR(l=50): 0.604965  SpamRecall: 36.023%  SpamPrec: 94.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21181  97.05%
# Correctly spam:      11108  35.21%
# False positives:       643  2.95%
# False negatives:     20440  64.79%
# TCR(l=50): 0.599886  SpamRecall: 35.210%  SpamPrec: 94.528%