mlampros / FeatureSelection
Feature Selection in R using glmnet-lasso, xgboost and ranger
☆56Updated 8 months ago
Alternatives and similar repositories for FeatureSelection:
Users that are interested in FeatureSelection are comparing it to the libraries listed below
- Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.☆147Updated last week
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Practical examples for the R caret machine learning package☆69Updated 8 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆43Updated 8 months ago
- A random-forest-based approach for imputing clustered incomplete data☆35Updated 8 years ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆112Updated 2 years ago
- Shap values for model interpretation☆63Updated 5 years ago
- 🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)☆46Updated 6 years ago
- Regularization paths for regression models with grouped covariates☆34Updated 2 months ago
- Optimal cutpoints in R: determining and validating optimal cutpoints in binary classification☆87Updated last month
- An R wrapper of SHAP python library☆59Updated last year
- An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)☆58Updated 5 years ago
- CRAN R package: Impute missing values based on automated variable selection☆16Updated 3 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated last month
- R package of generic neural network tools☆72Updated 3 years ago
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated 9 months ago
- Perform PCA on data with missing values in R☆50Updated last year
- Read, write and format Excel files using R☆15Updated 7 years ago
- Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering☆85Updated 10 months ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆19Updated 3 weeks ago
- Utilities for glmnet☆65Updated last year
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated 7 months ago
- Cluster analysis for mlr3☆23Updated 3 weeks ago
- Meta-package for installing/updating mlr3* packages.☆55Updated 3 months ago
- Stability Selection with Error Control☆26Updated 4 years ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆58Updated last year
- Package: R Interface to AutoKeras☆73Updated 4 years ago
- Automated Feature Selection☆65Updated 6 years ago
- Causal mediation analysis in R☆26Updated 4 years ago
- Automatic Generation of Interactive Visualizations for Statistical Results☆88Updated last year