gravesee / rulefitLinks
Fit Lasso model to binary rules created from tree ensembles
☆12Updated 8 years ago
Alternatives and similar repositories for rulefit
Users that are interested in rulefit are comparing it to the libraries listed below
Sorting:
- Convert trained XGBoost model object in R to SQL script☆23Updated 3 years ago
- R interface to Vowpal Wabbit☆23Updated 6 years ago
- Projection Pursuit Forest Algorithm for Supervised Classification☆18Updated last month
- Gower's distance for R☆29Updated 3 months ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- Fast generalised linear models by sampling and one-step polishing☆20Updated 6 years ago
- Composable Preprocessing Operators for MLR☆37Updated 2 months ago
- Encode Categorical Features (unmaintained)☆32Updated 2 years ago
- an R package for deriving Prediction Rule Ensembles☆58Updated 2 months ago
- R interface to TensorFlow Datasets API☆34Updated last week
- Information Value CRAN Pkg: Performance Analysis and companion functions that aid binary classification models like that of logistic regr…☆17Updated 3 years ago
- Automate Scaffolding R Interfaces to Packages in Other Programming Languages☆28Updated 2 years ago
- R interface for XGBoost on Spark☆46Updated last year
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learner☆48Updated 8 months ago
- Effects and Importances of Model Ingredients☆37Updated 2 years ago
- An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgboostExp…☆23Updated 6 years ago
- Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…☆35Updated 6 years ago
- C++ implementation and R API for componentwise boosting☆23Updated 2 years ago
- Easy Hyper Parameter Optimization with mlr and mlrMBO.☆31Updated 3 years ago
- Explain black box with GLM☆23Updated 5 years ago
- R package for building flexible workflows☆13Updated 5 years ago
- Isolation Forest implementation in R☆65Updated 6 years ago
- Honest calibration assessment for binary outcome predictions☆11Updated 3 years ago
- Time Series Forecasting Using KNN☆11Updated last year
- LightGBM Online Installer [ devtools::install_github("Laurae2/lgbdl") ]☆16Updated 6 years ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Decision tree interpreter for randomForest/ranger as described in☆12Updated 5 years ago
- Interior Point Conic Optimization Solver☆10Updated 4 months ago
- Quickly transform data.frames into onehot encoded matrices☆11Updated 6 years ago