arXiv Analytics

Sign in

arXiv:1910.00943 [stat.ML]AbstractReferencesReviewsResources

A note on the consistency of the random forest algorithm

José A. Ferreira

Published 2019-10-02Version 1

Examples are given of data-generating models for which Breiman's random forest algorithm does not yield consistent statistical predictors.

Comments: 6 pages, 2 figures
Categories: stat.ML, cs.LG, math.ST, stat.TH
Subjects: 62G08, 62E99
Related articles: Most relevant | Search more
arXiv:2305.10413 [stat.ML] (Published 2023-05-17)
On Consistency of Signatures Using Lasso
arXiv:2207.01538 [stat.ML] (Published 2022-06-22)
Consistency of Neural Networks with Regularization
arXiv:1301.6944 [stat.ML] (Published 2013-01-29)
On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods

Links

Toolbox