mlampros / FeatureSelectionLinks
Feature Selection in R using glmnet-lasso, xgboost and ranger
☆56Updated last year
Alternatives and similar repositories for FeatureSelection
Users that are interested in FeatureSelection are comparing it to the libraries listed below
Sorting:
- A random-forest-based approach for imputing clustered incomplete data☆36Updated 8 years ago
- Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.☆151Updated 4 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 3 years ago
- Practical examples for the R caret machine learning package☆69Updated 8 years ago
- R package of generic neural network tools☆72Updated 4 years ago
- Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeli…☆18Updated 4 months ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆46Updated 7 months ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering☆84Updated 2 weeks ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 9 months ago
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated last year
- R package: funModeling: data cleaning, importance variable analysis and model perfomance☆100Updated 2 years ago
- Optimal cutpoints in R: determining and validating optimal cutpoints in binary classification☆90Updated 10 months ago
- Read, write and format Excel files using R☆15Updated 3 months ago
- Pre-packaged plots in R☆84Updated 4 months ago
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆33Updated last week
- Automated Feature Selection☆65Updated 7 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
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆59Updated 2 years ago
- Script to select the best subset of variables based on genetic algorithm in R☆47Updated 6 years ago
- R package to interface some popular parallelization backends with a unified interface☆57Updated 2 years ago
- Bayesian kernel machine regression☆62Updated last year
- An R wrapper of SHAP python library☆58Updated 2 years ago
- An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)☆58Updated 6 years ago
- Stability Selection with Error Control☆26Updated 4 years ago
- This is a read-only mirror of the CRAN R package repository. depmixS4 — Dependent Mixture Models - Hidden Markov Models of GLMs and Oth…☆12Updated 8 months ago
- 🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)☆46Updated 6 years ago
- An R library for accurate and fast calculations of Precision-Recall and ROC curves☆44Updated 8 months ago
- R wrapper for Multicore t-SNE☆29Updated 8 years ago