sumbose / iRF
iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features
☆46Updated 4 years ago
Alternatives and similar repositories for iRF:
Users that are interested in iRF are comparing it to the libraries listed below
- biglasso: Extending Lasso Model Fitting to Big Data in R☆113Updated this week
- ☆31Updated 2 months ago
- R software for selective inference☆34Updated 5 years ago
- An R package for nonparametric covariance matrix estimation in high dimensions☆13Updated last year
- An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)☆58Updated 5 years ago
- Variable Selection Using Random Forests☆36Updated 7 months ago
- Perform PCA on data with missing values in R☆49Updated last year
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- Utilities for glmnet☆65Updated last year
- Stability Selection with Error Control☆26Updated 4 years ago
- energy package for R☆45Updated 6 months ago
- Bayesian kernel machine regression☆55Updated 3 months ago
- Gaussian process everything - an R package to reimplement and combine common statistical models using GPs☆27Updated 6 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- a set of R functions that I find useful☆20Updated 7 years ago
- R package for dimensionality reduction of small datasets☆68Updated 2 months ago
- Regularization paths for regression models with grouped covariates☆34Updated last week
- Build dirichletprocess objects for data analysis☆58Updated last year
- This is a read-only mirror of the CRAN R package repository. mclust — Gaussian Mixture Modelling for Model-Based Clustering, Classifica…☆21Updated 10 months ago
- Infrastructure for Ordering using Seriation - R Package☆77Updated 3 months ago
- An R library for accurate and fast calculations of Precision-Recall and ROC curves☆45Updated last year
- Display and analyze ROC curves in R and S+☆125Updated 4 months ago
- repo for "Optimal Inference After Model Selection"☆11Updated 7 years ago
- Fast multivariate imputation by random forests.☆69Updated 3 months ago
- A random-forest-based approach for imputing clustered incomplete data☆35Updated 7 years ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆18Updated 2 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated this week
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆72Updated 4 months ago
- Visualization of regression functions☆61Updated last week
- DOCUMENTATION:☆123Updated last month