Data Science, Machine Learning, Regression, Data Analysis, Statistics.
models that are too complex. Consequences of Overfitting Poor Generalization: The main consequence is that the model performs well on training data but poorly on unseen data. Misleading Model Evaluation: Overfitted models might show excellent performance metrics on training data but fail in