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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 215200 38.285% (98.764% of non-spam corpus) # Correctly spam: 281965 50.162% (81.916% of spam corpus) # False positives: 2694 0.479% (1.236% of nonspam, 358060 weighted) # False negatives: 62248 11.074% (18.084% of spam, 142883 weighted) # Average score for spam: 11.3 nonspam: -0.9 # Average for false-pos: 8.4 false-neg: 2.3 # TOTAL: 562107 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26948 98.78% # Correctly spam: 35104 81.81% # False positives: 334 1.22% # False negatives: 7805 18.19% # TCR(l=50): 1.751030 SpamRecall: 81.810% SpamPrec: 99.058% ##### 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: 216224 99.23% # Correctly spam: 140553 40.83% # False positives: 1670 0.77% # False negatives: 203660 59.17% # TCR(l=50): 1.198680 SpamRecall: 40.833% SpamPrec: 98.826% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 27086 99.28% # Correctly spam: 17631 41.09% # False positives: 196 0.72% # False negatives: 25278 58.91% # TCR(l=50): 1.223245 SpamRecall: 41.089% SpamPrec: 98.901%