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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 894214  75.069%  (99.729% of non-spam corpus)
# Correctly spam:     209757  17.609%  (71.214% of spam corpus)
# False positives:      2434  0.204%  (0.271% of nonspam,  25306 weighted)
# False negatives:     84786  7.118%  (28.786% of spam, 147137 weighted)
# Average score for spam:  6.4    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1191191  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111623  99.71%
# Correctly spam:      26492  72.05%
# False positives:       324  0.29%
# False negatives:     10276  27.95%
# TCR(l=50): 1.388729  SpamRecall: 72.052%  SpamPrec: 98.792%

##### 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: 887319  98.96%
# Correctly spam:     153711  52.19%
# False positives:      9329  1.04%
# False negatives:    140832  47.81%
# TCR(l=50): 0.485018  SpamRecall: 52.186%  SpamPrec: 94.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110780  98.96%
# Correctly spam:      19185  52.18%
# False positives:      1167  1.04%
# False negatives:     17583  47.82%
# TCR(l=50): 0.484216  SpamRecall: 52.179%  SpamPrec: 94.266%