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predict pixels of raster using caret-derived models

Is it somehow possible to use the the predict method of the raster package
with a prediction model obtained using caret's train()?

/
predict(rasterStack, carettrain, filename="...", progress='text',
format="BSQ", 
        datatype='INT1U', type='response', overwrite=TRUE) /

Thank you



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