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Nov 3, 2022 - Python
tree-based-models
Here are 4 public repositories matching this topic...
CFXplorer generates optimal distance counterfactual explanations for a given machine learning model.
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Jan 16, 2024 - Python
Comprehensive benchmark study of feature selection techniques for predictive machine learning models on tabular data. Various feature selection methods are evaluated across different data characteristics and predictive scenarios.
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Feb 25, 2025 - Python
Streamlined toolkit for predicting human phenotypes from UK Biobank using tree-based ensembles and linear models. Load high-dimensional SNP and covariate data, select variants via Random Feature Selection to balance accuracy and runtime, and interpret genetic plus socio-demographic feature contributions with SHAP.
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Jul 1, 2025 - Python
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