{
  "name": "SNV + Savitzky-Golay + PLS",
  "pipeline": [
    {"class": "nirs4all.operators.transforms.StandardNormalVariate"},
    {"class": "nirs4all.operators.transforms.SavitzkyGolay", "params": {"window_length": 11, "polyorder": 2, "deriv": 1}},
    {"class": "sklearn.preprocessing.MinMaxScaler"},
    {"y_processing": {"class": "sklearn.preprocessing.MinMaxScaler"}},
    {"class": "sklearn.model_selection.ShuffleSplit", "params": {"n_splits": 5, "test_size": 0.25, "random_state": 42}},
    {"model": {"class": "sklearn.cross_decomposition.PLSRegression", "params": {"n_components": 12}}, "name": "PLS-12"}
  ]
}