What is overfitting?

occurs when adding additional training examples by transforming existing examples

occurs when a machine learning model has poor predictive abilities because it did not learn the complexity in the training data

the automation of existing manual and paper$-$based processes and workflows to a digital format

occurs when a machine learning model matches the training data so closely that the model fails to make correct predictions on new data