Cutoff value optimization for bias mitigating machine learning training system with multi-class target

A computing device trains a fair prediction model while defining an optimal event cutoff value. (A) A prediction model is trained with observation vectors. (B) The prediction model is executed to define a predicted target variable value and a probability associated with an accuracy of the predicted...

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Bibliographische Detailangaben

Hauptverfasser:	Abbey, Ralph Walter, Tharrington, Jr., Ricky Dee, Hunt, Xin Jiang, Wu, Xinmin
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
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