Fig. 3From: Machine learning determination of applied behavioral analysis treatment plan typeModel training and evaluation workflow. The training dataset was used for feature selection and optimization of hyperparameters using a fivefold cross-validation method. The tuned model hyperparameters were then used to train the machine learning prediction model with the full training dataset. The trained model was then evaluated on the hold-out test datasetBack to article page