Constructing Regression Models with High Prediction Accuracy and Interpretability Based on Decision Tree and Random Forests

Author:

SHIMIZU Naoto1,KANEKO Hiromasa1

Affiliation:

1. Department of Applied Chemistry, School of Science and Technology, Meiji University

Publisher

Society of Computer Chemistry Japan

Subject

General Medicine

Reference31 articles.

1. [1] R. Tibshirani, J. R. Stat. Soc. B, 58, 267 (1996). doi:10.1111/j.2517-6161.1996.tb02080.x

2. [2]H. Drucker, C. J. C. Burges, L. Kaufman, A. Smola, V. Vapnik, In Neural Information Processing Systems, 9, 155-161 (1997)

3. [3] C. M. Bishop, Pattern recognition and machine learning; Springer: New York (2006)

4. [4] https://www.oecd.org/chemicalsafety/risk-assessment/37849783.pdf

5. [5] T. Cover, P. Hart, IEEE Trans. Inf. Theory, 13, 21 (1967). doi:10.1109/TIT.1967.1053964

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