Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
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Aug 29, 2021 - R
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dalex
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Building binary predictors on a heavily imbalanced dataset - exercise on policy cross-selling [kaggle]
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May 12, 2021 - R
This project predicts whether an individual earns more than 50K using the Adult Income dataset. A Random Forest model is trained and evaluated, with explanations provided through DALEX and LIME for feature importance and model transparency.
data-science machine-learning random-forest data-visualization classification data-preprocessing feature-engineering predictive-modeling r-programming lime dalex income-prediction model-explainability
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Dec 14, 2024 - R
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