Model.Predict

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def Predict(model,
            data,
            save_path_prediction: str = None):

It can be used to predict drug responses using the trained model.

PARAMETERS:

  • model - The model built by Model.DrModel and trained by Model.Train.

  • data - The data built by Model.DrData.

  • save_path_prediction (str, optional) - Save path of predictions. It is expected to end in ".csv".

OUTPUTS:

  • pre (list) - The predicted value of drug responses.

  • cell_ls (list) - Cell names corresponding to drug responses.

  • drug_ls (list) - Drug names corresponding to drug responses.