sk Skill · ericrisco
machine-learning
Use when predicting a column from rows of tabular features with classic models — scikit-learn pipelines, RandomForest, XGBoost/LightGBM, leak-free cross-validation, metrics for imbalanced classes, or a model that aced CV then collapsed in production. NOT PyTorch neural nets (that is deep-learning), NOT cleaning the dirty table first (that is data-cleaning), NOT forecasting a dated series (that is forecasting), NOT…
Open on skills.sh ↗read 2026-09-17
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pythonmachine-learningscikit-learntabularsklearnxgboostlightgbmgbdtclassificationcross-validationdata-leakagepipelineregressionJavaScript
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