sumbose / iRFLinks
iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features
☆48Updated 4 years ago
Alternatives and similar repositories for iRF
Users that are interested in iRF are comparing it to the libraries listed below
Sorting:
- Stability Selection with Error Control☆26Updated 4 years ago
- Perform PCA on data with missing values in R☆53Updated 2 years ago
- Bayesian kernel machine regression☆62Updated last year
- A random-forest-based approach for imputing clustered incomplete data☆36Updated 8 years ago
- R software for selective inference☆36Updated 6 years ago
- Regularization paths for regression models with grouped covariates☆35Updated last month
- biglasso: Extending Lasso Model Fitting to Big Data in R☆115Updated last month
- Path algorithm for generalized lasso problems☆33Updated 3 years ago
- R package for dimensionality reduction of small datasets☆69Updated 2 months ago
- Utilities for glmnet☆66Updated 2 years ago
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- ☆33Updated 3 months ago
- Build dirichletprocess objects for data analysis☆62Updated 2 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- DOCUMENTATION:☆130Updated last week
- This package is for visualising variable importance and variable interaction.☆27Updated 4 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 4 years ago
- missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.☆106Updated 2 months ago
- An R-Java Bayesian Additive Regression Trees implementation☆64Updated last week
- An R library for accurate and fast calculations of Precision-Recall and ROC curves☆44Updated 8 months ago
- Projection predictive variable selection☆113Updated last week
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Fast truncated singular value decompositions☆134Updated last year
- Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.☆151Updated 4 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- This is a read-only mirror of the CRAN R package repository. mclust — Gaussian Mixture Modelling for Model-Based Clustering, Classifica…☆21Updated 2 months ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 5 months ago
- Regression with Multiple Change Points☆115Updated last year
- energy package for R☆48Updated last year
- Representative trees from ensembles☆43Updated last year