Because SMOTE lives inside the pipeline, it's refit on the training fold only for every parameter combination — zero leakage into validation folds. Final evaluation — on the untouched test set, using ...

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For the classification and zoning study of crops at Jianshan Farm, data were acquired by integrating Sentinel-2 optical satellite imagery with Sentinel-1 radar satellite imagery. Different crop ...