Host: The Japanese Society for Artificial Intelligence
Name : The 35th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 35
Location : [in Japanese]
Date : June 08, 2021 - June 11, 2021
In this paper, we will extract important test items from blood test data by using game theory-based importance decisions. Since the weights were based on the number of occurrences of the test items selected by the stepwise method, the weights were assigned uniformly regardless of the order of occurrences and were not necessarily appropriate in terms of importance. In this paper, we propose a method of assigning weights to test items selected by the stepwise method by using the importance decision method based on game theory. It is also applied to actual blood test data to extract test items that are considered important.