A Search for Patterns and Importances of Features in Victimization Survey Data

Author:

Dyakonov A. G.,Golovina A. M.

Publisher

Springer Science and Business Media LLC

Reference19 articles.

1. Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Prediction, Inference and Data Mining. Springer Verlag (2009). Second Edition

2. Zhuravlev, Yu.I.: Ob algebraicheskom podhode k resheniyu zadach raspoznavaniya ili klassifikacii [in Russian] (On the algebraic approach to solving problems of recognition or classification). Problemy Kibernetiki (33), 5–68 (1978)

3. Dyakonov, A.G.: Metody resheniya zadach klassifikacii s kategorialnymi proznakami [in Russian] (Methods for solving classification tasks with categorical features). Applied Mathematics and Informatics 46, 103–127 (2014)

4. Breiman, L.: Random Forests. Machine Learning 45(1), 5–32 (2001)

5. Friedman, J.H.: Greedy function approximation: A gradient boosting machine. Ann. Stat. 29, 1189–1232 (2000)

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