What is overfitting?

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

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

c$.$ occurs when adding additional training examples by transforming existing examples

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