Analyzing CART

24 June 2019

Papers citing "Analyzing CART"

15 / 15 papers shown

Title
A Debiased MDI Feature Importance Measure for Random Forests Xiao Li Yu Wang Sumanta Basu Karl Kumbier Bin Yu 171 83 0 26 Jun 2019
On Theory for BART Veronika Rockova Enakshi Saha 49 53 0 01 Oct 2018
Bayesian Dyadic Trees and Histograms for Regression S. V. D. Pas Veronika Rockova 75 22 0 31 Jul 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 596 38,735 0 09 Mar 2016
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 198 2,793 0 18 Nov 2015
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 260 2,480 0 14 Oct 2015
On the asymptotics of random forests Erwan Scornet 35 88 0 07 Sep 2014
Analysis of purely random forests bias Sylvain Arlot Robin Genuer 92 77 0 15 Jul 2014
Consistency of random forests Erwan Scornet Gérard Biau Jean-Philippe Vert 129 517 0 12 May 2014
Generalised additive and index models with shape constraints Yining Chen R. Samworth 57 82 0 10 Apr 2014
Narrowing the Gap: Random Forests In Theory and In Practice Misha Denil David Matheson Nando de Freitas 152 230 0 04 Oct 2013
Analysis of a Random Forests Model Gérard Biau 127 1,390 0 03 May 2010
Adaptive estimation of stationary Gaussian fields Nicolas Verzelen 71 17 0 15 Jan 2009
BART: Bayesian additive regression trees H. Chipman E. George R. McCulloch 109 1,789 0 19 Jun 2008
Confidence sets for split points in decision trees Moulinath Banerjee I. McKeague 345 68 0 14 Aug 2007