On genetic programming representations and fitness functions for interpretable dimensionality reduction

Author:

Uriot Thomas1,Virgolin Marco2,Alderliesten Tanja1,Bosman Peter A. N.2

Affiliation:

1. Leiden University Medical Center, Leiden, The Netherlands

2. Centrum Wiskunde & Informatica, Amsterdam, The Netherlands

Funder

Dutch Research Council (NWO)

Publisher

ACM

Reference39 articles.

1. Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data

2. Ben-Hur , A. , Guyon , I. : Detecting stable clusters using principal component analysis. In : Functional genomics, pp. 159 -- 182 . Springer ( 2003 ) Ben-Hur, A., Guyon, I.: Detecting stable clusters using principal component analysis. In: Functional genomics, pp. 159--182. Springer (2003)

3. The Balanced Accuracy and Its Posterior Distribution

4. Cranmer , M. , Sanchez-Gonzalez , A. , Battaglia , P. , Xu , R. , Cranmer , K. , Spergel , D. , Ho , S. : Discovering symbolic models from deep learning with inductive biases. arXiv preprint arXiv: 2006 .11287 (2020) Cranmer, M., Sanchez-Gonzalez, A., Battaglia, P., Xu, R., Cranmer, K., Spergel, D., Ho, S.: Discovering symbolic models from deep learning with inductive biases. arXiv preprint arXiv:2006.11287 (2020)

5. K-means clustering via principal component analysis

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