Get startedGet started for free

What model is overfitting?

Let's say you've trained 4 different models and calculated a metric for both train and validation data sets. For example, the metric is Mean Squared Error (the lower its value the better). Train and validation metrics for all the models are presented in the table below.

Please, select the model that overfits to train data.

Model Train MSE Validation MSE
Model 1 2.35 2.46
Model 2 2.20 2.15
Model 3 2.10 2.14
Model 4 1.90 2.35

This exercise is part of the course

Winning a Kaggle Competition in Python

View Course

Hands-on interactive exercise

Turn theory into action with one of our interactive exercises

Start Exercise