ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

18 August 2015

Papers citing "ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R"

50 / 226 papers shown

Title
Kriging Convolutional Networks G. Appleby Linfeng Liu Liping Liu 19 61 0 15 Jun 2023
Blocked Cross-Validation: A Precise and Efficient Method for Hyperparameter Tuning G. Merola 20 0 0 11 Jun 2023
A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them Lars Henry Berge Olsen I. Glad Martin Jullum K. Aas FAtt 54 12 0 16 May 2023
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms Hannah Blocher G. Schollmeyer Christoph Jansen Malte Nalenz 11 7 0 19 Apr 2023
Machine Learning Research Trends in Africa: A 30 Years Overview with Bibliometric Analysis Review A. Ezugwu O. N. Oyelade A. M. Ikotun Jeffery O. Agushaka Y. Ho 40 17 0 15 Apr 2023
Mapping historical forest biomass for stock-change assessments at parcel to landscape scales L. Johnson Michael J. Mahoney Madeleine L. Desrochers Colin M. Beier 22 6 0 05 Apr 2023
Opening the random forest black box by the analysis of the mutual impact of features Luca Voges Lukas C. Jarren Stephan Seifert 19 13 0 05 Apr 2023
Comparison of Methods that Combine Multiple Randomized Trials to Estimate Heterogeneous Treatment Effects Carly L Brantner Trang Quynh Nguyen Tengjie Tang Congwen Zhao H. Hong E. Stuart 22 3 0 28 Mar 2023
Counterfactually Fair Regression with Double Machine Learning Patrick Rehill FaML 6 1 0 21 Mar 2023
cito: An R package for training neural networks using torch Christian Amesoeder F. Hartig Maximilian Pichler 39 3 0 16 Mar 2023
Assessing the performance of spatial cross-validation approaches for models of spatially structured data M. Mahoney L. Johnson Julia Silge Hannah Frick Max Kuhn Colin M. Beier 14 9 0 13 Mar 2023
Comparing statistical and machine learning methods for time series forecasting in data-driven logistics -- A simulation study Lena Schmid Moritz Roidl Markus Pauly AI4TS 26 3 0 13 Mar 2023
A Large-Scale Study of Personal Identifiability of Virtual Reality Motion Over Time Mark Roman Miller Eugy Han C. DeVeaux Eliot Jones Ryan Chen Jeremy N. Bailenson 25 12 0 02 Mar 2023
Random Forests for time-fixed and time-dependent predictors: The DynForest R package A. Devaux C. Proust-Lima Robin Genuer AI4TS AI4CE 32 2 0 06 Feb 2023
Towards a responsible machine learning approach to identify forced labor in fisheries Rocío Joo Gavin G. McDonald Nathan A. Miller D. Kroodsma Courtney M Farthing D. Belhabib Timothy Hochberg 23 4 0 03 Feb 2023
Merging satellite and gauge-measured precipitation using LightGBM with an emphasis on extreme quantiles Hristos Tyralis Georgia Papacharalampous N. Doulamis Anastasios Doulamis 21 7 0 02 Feb 2023
Inference in Marginal Structural Models by Automatic Targeted Bayesian and Minimum Loss-Based Estimation Herbert Susmann Antoine Chambaz CML 16 1 0 25 Jan 2023
Using novel data and ensemble models to improve automated labeling of Sustainable Development Goals Dirk U. Wulff D. Meier Rui Mata 26 10 0 25 Jan 2023
Rank-transformed subsampling: inference for multiple data splitting and exchangeable p-values F. R. Guo Rajen Dinesh Shah 27 14 0 06 Jan 2023
Random forests, sound symbolism and Pokemon evolution Alexander Kilpatrick A. Ćwiek S. Kawahara 22 7 0 05 Jan 2023
Comparison of tree-based ensemble algorithms for merging satellite and earth-observed precipitation data at the daily time scale Georgia Papacharalampous Hristos Tyralis Anastasios Doulamis N. Doulamis 62 11 0 31 Dec 2022
Active sampling: A machine-learning-assisted framework for finite population inference with optimal subsamples Henrik Imberg Xiaomi Yang Carol Flannagan Jonas Bärgman 33 8 0 20 Dec 2022
Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data Georgia Papacharalampous Hristos Tyralis Anastasios Doulamis N. Doulamis 30 15 0 17 Dec 2022
Nonparametric Estimation of Conditional Incremental Effects Alec McClean Zach Branson Edward H. Kennedy CML 26 8 0 07 Dec 2022
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library Mathieu Guillame-Bert Sebastian Bruch Richard Stotz Jan Pfeifer 15 10 0 06 Dec 2022
vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models Alan N. Inglis Andrew C. Parnell C. Hurley FAtt 12 6 0 20 Oct 2022
Improving uplift model evaluation on RCT data B. Bokelmann Stefan Lessmann 19 0 0 05 Oct 2022
The Infinitesimal Jackknife and Combinations of Models Indrayudh Ghosal Yunzhe Zhou Giles Hooker 36 4 0 31 Aug 2022
A Novel Regularization Approach to Fair ML N. Matloff Wenxi Zhang FaML 26 4 0 13 Aug 2022
Polynomial Optimization: Enhancing RLT relaxations with Conic Constraints Brais González-Rodríguez Raúl Alvite-Pazó Samuel Alvite-Pazó Bissan Ghaddar Julio González-Díaz 27 6 0 11 Aug 2022
Accelerated and interpretable oblique random survival forests Byron C. Jaeger Sawyer Welden K. Lenoir J. Speiser M. Segar A. Pandey N. Pajewski 19 16 0 01 Aug 2022
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models Christof Imhof I. Comsa Martin Hlosta Behnam Parsaeifard Ivan Moser P. Bergamin 34 5 0 30 Jun 2022
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data Ankur Ankan J. Textor CML 34 5 0 09 Jun 2022
Sequential Permutation Testing of Random Forest Variable Importance Measures Alexander Hapfelmeier R. Hornung Bernhard Haller 30 15 0 02 Jun 2022
How to Peel a Million: Validating and Expanding Bitcoin Clusters George Kappos Haaroon Yousaf Rainer Stütz S. Rollet Bernhard Haslhofer Sarah Meiklejohn 4 15 0 27 May 2022
Fine-resolution landscape-scale biomass mapping using a spatiotemporal patchwork of LiDAR coverages L. Johnson M. Mahoney E. Bevilacqua S. Stehman G. Domke Colin M. Beier AI4CE 33 12 0 17 May 2022
Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections N. Spyrison Dianne Cook Przemyslaw Biecek FAtt 14 1 0 11 May 2022
Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast Michael J. Mahoney L. Johnson Abigail Z Guinan Colin M. Beier 19 5 0 09 May 2022
Characterizing Visualization Insights through Entity-Based Interaction: An Exploratory Study Chen He T. Vuong Giulio Jacucci 6 0 0 27 Apr 2022
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees Joseph Janssen Vincent Guan Elina Robeva 27 7 0 21 Apr 2022
Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets Georgia Papacharalampous Hristos Tyralis AI4TS 28 10 0 13 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 45 127 0 11 Apr 2022
GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes M. Maia Keefe Murphy Andrew C. Parnell 22 11 0 05 Apr 2022
Pitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method Samuel Pawel Lucas Kook K. Reeve 24 27 0 24 Mar 2022
Assessing dengue fever risk in Costa Rica by using climate variables and machine learning techniques L. Barboza S. Chou P. Vásquez Y. García J. G. Calvo Hugo C. Hidalgo Fabio Sanchez 21 8 0 23 Mar 2022
Distributed non-disclosive validation of predictive models by a modified ROC-GLM Daniel Schalk V. Hoffmann B. Bischl U. Mansmann 14 3 0 21 Mar 2022
TreatmentEstimatoR: a Dashboard for Estimating Treatment Effects from Observational Health Data Collin Sakal Hon Hwang J. Quiroz B. Gallego CML 19 0 0 20 Mar 2022
The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest Pedro Cadahia Delgado E. Congregado A. Golpe José Carlos Vides 14 3 0 13 Mar 2022
Measuring anomalies in cigarette sales by using official data from Spanish provinces: Are there only the anomalies detected by the Empty Pack Surveys (EPS) used by Transnational Tobacco Companies (TTCs)? Pedro Cadahía A. Golpe J. Martín-Álvarez E. Asensio 14 2 0 13 Mar 2022
Flexible variable selection in the presence of missing data Brian D. Williamson Ying Huang 25 1 0 25 Feb 2022