SPlit: An Optimal Method for Data Splitting

Author:

Joseph V. Roshan1,Vakayil Akhil1

Affiliation:

1. Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA

Publisher

Informa UK Limited

Subject

Applied Mathematics,Modeling and Simulation,Statistics and Probability

Reference41 articles.

1.   Ayres-de Campos, D., Bernardes, J., Garrido, A., Marques-de Sa, J., and Pereira-Leite, L. (2000). Sisporto 2.0: a program for automated analysis of cardiotocograms. Journal of Maternal-Fetal Medicine, 9(5):311–318.

2.   Blanco, J. L. and Rai, P. K. (2014). nanoflann: a C++ header-only fork of FLANN, a library for nearest neighbor (NN) with kd-trees. https://github.com/jlblancoc/nanoflann.

3.   Bowden, G. J., Maier, H. R., and Dandy, G. C. (2002). Optimal division of data for neural network models in water resources applications. Water Resources Research, 38:2–1–2–11.

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

5.   Brooks, T. F., Pope, D. S., and Marcolini, M. A. (1989). Airfoil self-noise and prediction.

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