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GitHub topics: optimal-classification-tree

csinva/imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Language: Jupyter Notebook - Size: 162 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 1,465 - Forks: 124

LucasBoTang/Optimal_Classification_Trees

Three MIP models for optimal classification tree: OCT, binOCT, flowOCT

Language: Jupyter Notebook - Size: 1.1 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 59 - Forks: 15

malcolmgaynor/Decision-Support-System-for-Optimal-Player-Substitutions

Using Optimal Classification/Prescriptive Trees (IAI), K-means clustering, XGBoost. MIT Machine Learning Under a Modern Optimization Lens term project, Fall 2024

Language: Jupyter Notebook - Size: 22.4 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

koftezz/rolling-lookahead-dt

Rolling Lookahead Decision Trees

Language: Jupyter Notebook - Size: 424 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Related Keywords
optimal-classification-tree 4 python 2 ai 1 decision-tree 1 flowoct 1 mip 1 oct 1 optimization 1 football 1 julia 1 k-means-clustering 1 prescriptive-analytics 1 r 1 soccer 1 sports 1 sports-analytics 1 xgboost 1 decision-trees 1 lookahead-methods 1 artificial-intelligence 1 bayesian-rule-list 1 data-science 1 explainable-ai 1 explainable-ml 1 imodels 1 interpretability 1 machine-learning 1 ml 1 rule-learning 1 rulefit 1 rules 1 scikit-learn 1 statistics 1 supervised-learning 1 binoct 1