DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND PROGRAM

DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND PROGRAM

A data processing apparatus according to a first aspect of the present invention includes: a first generation section that generates first input data in which first data related to a first phenomenon and second data related to a second phenomenon that is relevant to the first phenomenon are combined...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: AZUMA, Shozo, YABUUCHI, Tsutomu, YOSHIDA, Kazuhiro, KURASAWA, Hisashi, ASANOMA, Naoki, CHIBA, Akihiro
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A data processing apparatus according to a first aspect of the present invention includes: a first generation section that generates first input data in which first data related to a first phenomenon and second data related to a second phenomenon that is relevant to the first phenomenon are combined with first auxiliary data that is based on a missing data status in at least one of the first data and the second data; and a learning section that learns a model parameter of a prediction model, based on an error according to the first auxiliary data between output data outputted from the prediction model when the first input data is inputted into the prediction model, and each of the first data and the second data.