Information processing device, information processing method, and program
JPWO2025099804A1Pending Publication Date: 2025-05-15
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Patent Information
- Application Number
- JP2025556051
- Authority / Receiving Office
- JP · JP
- Patent Type
- Applications
- Filing Date
- 2023-11-06
- Publication Date
- 2025-05-15
AI Technical Summary
Technical Problem
Existing technologies face challenges in determining the reliability of generated amendments to prediction models, making it difficult to decide whether to adopt proposed modifications.
Method used
An information processing device that accepts input cases with multiple features and conditions, generates modifications to the input case features to satisfy prediction model output conditions, and selects reference cases that meet these conditions, thereby increasing the confidence in proposed amendments.
Benefits of technology
The solution allows for the generation of reliable amendment proposals by providing reference cases that correspond to the proposed modifications, making it easier to determine whether to adopt the amendments.
✦ Generated by Eureka AI based on patent content.
Abstract
An information processing device 100 according to the present disclosure comprises: an input unit 121 that receives an input case composed of a machine-learning model including a plurality of identities, and a condition that should be satisfied by a prediction output from a prediction model by inputting the input case to the prediction model; a generation unit 122 that generates amendments for one or more identities of the input case so that the prediction, which is output for the input case by the prediction model, satisfies the condition; and a selection unit that selects, from among reference cases including the plurality of identities on the basis of the amendments, a reference case that satisfies the condition. Thus, the information processing device 100 can assist in the decision making of a user.
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