METHOD, PROGRAM, AND DEVICE FOR CONSTRUCTING MODEL OPTIMIZED FOR ANALYSIS OF BIO SIGNALS
According to embodiments of the present disclosure, disclosed are a method, program and device for constructing, by a computing device, a model optimized for the analysis of bio signals. The method may include the steps of: determining the fundamental structure of a machine learning model on the bas...
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Zusammenfassung: | According to embodiments of the present disclosure, disclosed are a method, program and device for constructing, by a computing device, a model optimized for the analysis of bio signals. The method may include the steps of: determining the fundamental structure of a machine learning model on the basis of a user input; and performing hyperparameter tuning for construction of the machine learning model optimized for the analysis of bio signals.
Selon des modes de réalisation de la présente divulgation, l'invention concerne un procédé, un programme et un dispositif pour construire, par l'intermédiaire d'un dispositif informatique, un modèle optimisé pour l'analyse de bio-signaux. Le procédé peut comprendre les étapes consistant à : déterminer la structure fondamentale d'un modèle d'apprentissage automatique sur la base d'une entrée d'utilisateur ; et effectuer un réglage d'hyperparamètres pour la construction du modèle d'apprentissage automatique optimisé pour l'analyse de bio-signaux.
본 개시의 일 실시예에 따라 컴퓨팅 장치에 의해 수행되는, 생체 신호의 분석에 최적화 된 모델을 구축하는 방법, 프로그램 및 장치가 개시된다. 상기 방법은, 사용자 입력을 기반으로 기계학습 모델의 기본(fundamental) 구조를 결정하는 단계; 및 상기 결정된 기본 구조를 기초로, 생체 신호의 분석에 최적화 된 기계학습 모델의 구축을 위한 하이퍼파라미터 튜닝을 수행하는 단계를 포함할 수 있다. |
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