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Skills tagged: cross-validation

Browse skills that share this tag.

predictive-modeling-best-practices - Best practices for ecological predictive modeling
predictive-modeling cross-validation collinearity hyperparameter-tuning
★ 4 · Updated 2026-09-15
Guides predictor selection, collinearity checks, cross-validation, hyperparameter tuning, and leakage audit for ecological models.
⚙ Define modeling objectives ⚙ Design data splitting strategies ⚙ Assess predictor collinearity
statsforecast_polars_ensemble_pipeline - Univariate Time Series Forecasting Pipeline
time-series forecasting ensemble cross-validation
★ 17 · Updated 2026-05-11
Execute univariate time series forecasting pipeline using StatsForecast and Polars with cross-validation, ensemble models, and formatted output.
⚙ concatenate identifiers ⚙ rename columns ⚙ filter data
sklearn-model-trainer - Scikit-learn Model Training
machine learning model training scikit-learn cross-validation
★ 602 · Updated 2026-05-09
Train scikit-learn ML models with cross-validation, hyperparameter tuning, and pipelines
⚙ Train classification models ⚙ Train regression models ⚙ Train clustering models