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
- Practical examples for the R caret machine learning package☆69Updated 8 years ago
- R package of generic neural network tools☆72Updated 3 years ago
- Optimal cutpoints in R: determining and validating optimal cutpoints in binary classification☆90Updated 9 months ago
- An R wrapper of SHAP python library☆58Updated 2 years ago
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated last year
- Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering☆84Updated this week
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 3 years ago
- 🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)☆46Updated 6 years ago
- Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeli…☆18Updated 4 months ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- R package: funModeling: data cleaning, importance variable analysis and model perfomance☆100Updated 2 years ago
- Read, write and format Excel files using R☆15Updated 2 months ago
- Package: R Interface to AutoKeras☆73Updated 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 7 months ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆59Updated 2 years ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆46Updated 6 months ago
- R package for Distance Metric Learning☆58Updated 2 years ago
- Automated Feature Selection☆65Updated 6 years ago
- Helpers for parameters in black-box optimization, tuning and machine learning.☆26Updated last year
- This is a curated list of libraries and frameworks for Neural network and deep learning in R☆21Updated 5 years ago
- An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)☆58Updated 6 years ago
- CRAN R package: Impute missing values based on automated variable selection☆16Updated 4 years ago
- Interactive ROC plots with ggplot + d3.js.☆87Updated 4 months ago
- Automatic Generation of Interactive Visualizations for Statistical Results☆92Updated 2 years ago
- Bayesian Optimization of Hyperparameters☆87Updated last year
- Shap values for model interpretation☆67Updated 6 years ago
- Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The …☆27Updated 10 months ago
- A Framework for Dimensionality Reduction in R☆73Updated 7 months ago
- Using R with many CPUs☆49Updated 10 years ago