What is overfitting?

Multiple Choice

a tendency to connect with, hire, and promote those with similar interests, experiences, or backgrounds

occurs when adding additional training examples by transforming existing examples

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

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