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Machine Learning Platform Flowchart. For feature selection and model tuning only compounds in the training set were used. The compounds in the test sets were saved for the final evaluation of model performance. For model selection 10-fold cross-validation was used using the compounds in the training set. For the final model the complete training set was used.
