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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134077  38.013%  (99.754% of non-spam corpus)
# Correctly spam:     187213  53.078%  (85.758% of spam corpus)
# False positives:       331  0.094%  (0.246% of nonspam,  34331 weighted)
# False negatives:     31092  8.815%  (14.242% of spam,  93272 weighted)
# Average score for spam:  9.2    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              352713  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16808  99.82%
# Correctly spam:      23458  85.86%
# False positives:        30  0.18%
# False negatives:      3863  14.14%
# TCR(l=50): 5.094350  SpamRecall: 85.861%  SpamPrec: 99.872%

##### 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: 133977  99.68%
# Correctly spam:      79745  36.53%
# False positives:       431  0.32%
# False negatives:    138560  63.47%
# TCR(l=50): 1.363469  SpamRecall: 36.529%  SpamPrec: 99.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16791  99.72%
# Correctly spam:      10034  36.73%
# False positives:        47  0.28%
# False negatives:     17287  63.27%
# TCR(l=50): 1.391302  SpamRecall: 36.726%  SpamPrec: 99.534%