Performance assessment of data classifiers
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United States of America Patent
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Jan 6, 2004
Grant Date -
Feb 13, 2003
app pub date -
Mar 15, 2001
filing date -
Mar 15, 2001
priority date (Note) -
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Abstract
A method for assessing the performance of a data classifier operable to generate an element of output data in response to an element of input data, such as a neural network, is disclosed. The method includes using the data classifier to generate elements of result output data in response to elements of test input data, determining a measure of difference between each element of test output data and each corresponding element of result output data, forming a distribution function of the measures of differences, and forming a measure of performance from the distribution function.
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