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Model Selection Engine

The selection module runs a tournament across candidate algorithms to select the model with the highest cross-validation score.

1. Selection Mechanics

from kiteml.selection import ModelSelector

selector = ModelSelector(metric="f1")
best_model = selector.evaluate_candidates(candidates, X_train, y_train)