columna API reference - v0.4.0
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    Function autoModel

    • Automated model selection (Minitab AutoML): cross-validates every applicable learner and refits the best one on the full data. Regression candidates: ols, cart, random-forest, treenet, mars; classification: logistic (binary), cart, random-forest, treenet.

      Parameters

      • X: ArrayLike<ArrayLike<number>>
      • y: ArrayLike<string | number>
      • Optionaloptions: {
            folds?: number;
            models?: ModelKind[];
            nTrees?: number;
            seed?: number;
            task?: "regression" | "classification";
        }

      Returns AutoModelResult