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A Search for Patterns and Importances of Features in Victimization Survey Dataстатья
- Авторы: Dyakonov A.G., Golovina A.M.
- Журнал: Computational Mathematics and Modeling
- Том: 34
- Номер: 2
- Год издания: 2023
- Издательство: Consultants Bureau
- Местоположение издательства: United States
- Первая страница: 157
- Последняя страница: 168
- DOI: 10.1007/s10598-024-09605-9
- Аннотация: We describe a method of searching for patterns by means of solving problems of supervised machine learning, which we apply for researching national victimization survey data. We found important features for machine learning models, interesting patterns and discrepancies in the data. We described experiments on evaluating feature importance by different methods.
- Добавил в систему: Дьяконов Александр Геннадьевич