Provided is a technique with which it is possible to appropriately evaluate the validity of an inference result obtained by a learning-finish learner, without reducing the precision of the inference performed by the learning-finish learner. An evaluation device according to one aspect of the present invention includes: a data acquisition unit which acquires input data input to a first learner of finishing learning that has undergone supervised learning using a data set including a pair of training data and correct answer data that indicates the correct answer of an inference result to the training data; and a validity evaluation unit which evaluates, based on an output obtained from a second learner of finishing learning that has undergone unsupervised learning using the training data by inputting the input data to the second learner, whether the valid output is able to be obtained from the first learner as the inference result to the input data when the input data is input to the first learner.


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    Title :

    EVALUATION DEVICE, ACTION CONTROL DEVICE, EVALUATION METHOD, AND EVALUATION PROGRAM


    Additional title:

    AUSWERTUNGSVORRICHTUNG, AKTIONSSTEUERUNGSVORRICHTUNG, AUSWERTUNGSVERFAHREN UND AUSWERTUNGSPROGRAMM
    DISPOSITIF D'ÉVALUATION, DISPOSITIF DE COMMANDE D'ACTION, PROCÉDÉ D'ÉVALUATION ET PROGRAMME D'ÉVALUATION


    Contributors:

    Publication date :

    2022-06-22


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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