· There is no such value which makes us sure about the scores are biased.
· We can get the value by plotting the values of evaluation metrics for different parameter values of the model.
· For example, let us take a decision tree with varying depths of the tree.
· For each depth value(say 2,3,4,5,6,7,8...), we plot both training and test error.