Cross Validation
A statistical method used to assess the generalizability of a model to unseen data, involving partitioning a dataset into subsets for training and validation.
3 topics found for
“overfitting prevention”
Decision Tree
A tree-like model of decisions and their possible consequences, used in data mining and machine learning for both classification and regression tasks.
Train/Test
A method of splitting a dataset into two subsets: one for training a model and another for testing its performance.