ENSEMBLE MODEL POLICY GENERATION FOR PREDICTION SYSTEMS

ENSEMBLE MODEL POLICY GENERATION FOR PREDICTION SYSTEMS

Embodiments for ensemble policy generation for prediction systems by a processor. Policies are generated and/or derived for a set of ensemble models to predict a plurality of target variables for streaming data such that the plurality of policies enables dynamic adjustment of the prediction system....

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: BOUILLET Eric, LAUMANNS Marco, LYNCH William K, HOANG Thanh L, NAIR Rahul, SHEEHAN John, CHEN Bei, COGILL Randall L, POMPEY Pascal
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Zusammenfassung:Embodiments for ensemble policy generation for prediction systems by a processor. Policies are generated and/or derived for a set of ensemble models to predict a plurality of target variables for streaming data such that the plurality of policies enables dynamic adjustment of the prediction system. One or more of the policies are updated according to one or more error states of the set of ensemble models.