MODEL GENERATION DEVICE, ESTIMATION DEVICE, MODEL GENERATION METHOD, AND MODEL GENERATION PROGRAM

MODEL GENERATION DEVICE, ESTIMATION DEVICE, MODEL GENERATION METHOD, AND MODEL GENERATION PROGRAM

A model generation apparatus according to one aspect of the present invention executes, with respect to each of learning data sets, a first training step of training a second estimator so that an estimation result obtained from a second estimator conforms to second correct answer data; a second trai...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: HASHIMOTO, Atsushi, OKAMOTO, Yamato, YONETANI, Ryo
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES
MEASURING
PHYSICS
TESTING
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Beschreibung
Zusammenfassung:A model generation apparatus according to one aspect of the present invention executes, with respect to each of learning data sets, a first training step of training a second estimator so that an estimation result obtained from a second estimator conforms to second correct answer data; a second training step of training a coder so that an estimation result obtained from the second estimator does not conform to the second correct answer data; and a third training step of training the coder and the first estimator so that an estimation result obtained from a first estimator conforms to first correct answer data. The model generation apparatus executes the first training step and the second training step alternately and repeatedly.