INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD FOR INFORMATION PROCESSING APPARATUS, AND PROGRAM

• Main Authors: TAKAYAMA KEI, NOGAMI ATSUSHI
• Format: Patent
• Language: English; Japanese
• Published: 14.10.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

To select learning data effective for learning in good balance to determine a learning subset.SOLUTION: An information processing apparatus has: first evaluation means (202) that receives input of a plurality of pieces of learning data each including input data and training data, and acquires evaluation values of the input data based on the training data by using a model; learning subset determination means (205) that, based on the evaluation values and the order of priority of the attributes of the learning data, selects some pieces of learning data of the plurality of pieces of learning data, and determines a learning subset; and learning means (206) that performs learning of the model by using the determined leaning subset.SELECTED DRAWING: Figure 2 【課題】学習に有効な学習データをバランス良く選択して学習サブセットを決定できるようにする。【解決手段】情報処理装置は、各々が入力データと教師データを含む複数の学習データを入力し、モデルを用いて、前記教師データに基づいて前記入力データの各々の評価値を取得する第１の評価手段（２０２）と、前記評価値と前記学習データの属性ごとの優先度とを基に、前記複数の学習データの中の一部の学習データを選択し、前記学習サブセットを決定する学習サブセット決定手段（２０５）と、前記決定された学習サブセットを用いて、前記モデルの学習を行う学習手段（２０６）とを有する。【選択図】図２