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:
- Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.☆150Updated 3 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 3 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆46Updated 5 months ago
- R package of generic neural network tools☆72Updated 3 years ago
- Practical examples for the R caret machine learning package☆69Updated 8 years ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeli…☆18Updated 3 months ago
- A random-forest-based approach for imputing clustered incomplete data☆36Updated 8 years ago
- Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering☆85Updated this week
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Optimal cutpoints in R: determining and validating optimal cutpoints in binary classification☆89Updated 8 months ago
- Script to select the best subset of variables based on genetic algorithm in R☆46Updated 6 years ago
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆33Updated 3 years ago
- R package: funModeling: data cleaning, importance variable analysis and model perfomance☆100Updated 2 years ago
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated last year
- 🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)☆46Updated 6 years ago
- Wrapper functions that make plotting in R a lot easier for beginners.☆81Updated 7 years ago
- Estimate a suite of normalizing transformations, including a new adaptation of a technique based on ranks which can guarantee normally di…☆41Updated last week
- Shap values for model interpretation☆65Updated 5 years ago
- This package is for visualising variable importance and variable interaction.☆27Updated 3 months ago
- missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.☆104Updated last month
- Interactive ROC plots with ggplot + d3.js.☆87Updated 3 months ago
- Plotting model coefficients☆29Updated 3 months ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆59Updated 2 years ago
- Automatic Generation of Interactive Visualizations for Statistical Results☆92Updated 2 years ago
- Read, write and format Excel files using R☆15Updated 2 months ago
- Sparse and Regularized Discriminant Analysis in R☆14Updated 5 years ago
- R package to interface some popular parallelization backends with a unified interface☆57Updated 2 years ago
- R package for Distance Metric Learning☆58Updated 2 years ago
- Diverse Cluster Ensemble in R☆39Updated 5 months ago