Data classifier output interpretation
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United States of America Patent
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May 13, 2003
Grant Date -
N/A
app pub date -
Jul 22, 1999
filing date -
Jul 22, 1999
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Abstract
A method, apparatus, and computer software are provided whereby to associate a readily user-interpretable reason with an output of a supervised training data classifier. Reasons are associated with one or more members of a sequence of training vectors and subsequently associated, in operation, with a given classifier input by comparing the classifier input vector with training sequence vectors. A measure of confidence in the selected reasons is derived by comparing the classifier input vector with the corresponding training inputs with which the selected reasons were associated and calculating a measure of their closeness.
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