What is overfitting?

Multiple Choice

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 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