SYSTEMS AND METHODS FOR PROVIDING MACHINE LEARNING MODEL EVALUATION BY USING DECOMPOSITION

Systems and methods for model evaluation. A model is evaluated by performing a decomposition process for a model output, relative to a baseline input data set.

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Bibliographische Detailangaben
Hauptverfasser:	DONIGIAN, Armen, Avedis, YAN, Yachen, ALIZADEH, Esfandiar, KAMKAR, Sean, Javad, RAJIV, Vishwaesh, SAYIN, Ozan, KRIMINGER, Evan, George, BUDZIK, Jerome, Louis, MERRILL, Douglas, C, DVIR, Eran, RUBERRY, Michael, Edward, SONG, Lin, WILCOX, Derek, HE, Jiahuan, CANDIDO, John, DEBRUIN, Melanie, Eunique, SOLECKI, Benjamin, Anthony, TUNGUZ, Bojan
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:	Systems and methods for model evaluation. A model is evaluated by performing a decomposition process for a model output, relative to a baseline input data set.