Information processing device, information processing method, and recording medium
AssigneeNEC Corporation
InventorsYuta HATAKEYAMA, Yuzuru OKAJIMA
Life of this patent
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Abstract
In an information processing device, an input means acquires each actual case formed by features. An artificial case generation means generates a plurality of artificial cases based on each acquired actual case. An artificial case selection means configured to select each artificial case in which a prediction of a machine learning model is to be uncertain, from the plurality of artificial cases. After that, an output means outputs each selected artificial case.
Claims10
An information processing device comprising:
- at least one memory configured to store instructions;
- and
- at least one processor configured to execute the instructions to:
- acquire each actual case formed by features;
- generate a plurality of artificial cases based on each acquired actual case;
- select each artificial case in which a prediction of a machine learning model is to be uncertain, from the plurality of artificial cases;
- and
- output each selected artificial case.
An information processing method comprising:
- acquiring each actual case formed by features;
- generating a plurality of artificial cases based on each acquired actual case;
- selecting each artificial case in which a prediction of a machine learning model is to be uncertain, from the plurality of artificial cases;
- and
- outputting each selected artificial case.
A non-transitory computer readable recording medium storing a program, the program causing a computer to perform a process comprising:
- acquiring each actual case formed by features;
- generating a plurality of artificial cases based on each acquired actual case;
- selecting each artificial case in which a prediction of a machine learning model is to be uncertain, from the plurality of artificial cases;
- and
- outputting each selected artificial case.
Dependencies are inferred from the claim text.