What is data augmentation? Multiple Choice The automation of existing manual and paper-based processes and workflows to a digital format. Occurs when adding additional training examples by transforming existing examples. Occurs when a machine learning model matches the training data so closely that the model fails to make correct predictions on new data. Occurs when a machine learning model has poor predictive abilities because it did not learn the complexity in the training data.