System and method for approximating probabilities using a decision tree

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United States of America Patent

PATENT NO 6718315
SERIAL NO

09740067

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Abstract

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Disclosed is a system for approximating conditional probabilities using an annotated decision tree where predictor values that did not exist in training data for the system are tracked, stored, and referenced to determine if statistical aggregation should be invoked. Further disclosed is a system for storing statistics for deriving a non-leaf probability corresponding to predictor values, and a system for aggregating such statistics to approximate conditional probabilities.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bernhardt, Jeffrey R Woodinville, WA 13 210
Chickering, David M Bellevue, WA 84 5012
Meek, Christopher A Kirkland, WA 151 8597
Rounthwaite, Robert L Fall City, WA 76 5562

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