Question: Suppose that we generate four decision trees models by choosing different minimal size for split and minimal leaf size. Model 1 Model 2 Model 3

Suppose that we generate four decision trees models by choosing different minimal size for split and minimal leaf size.

Model 1

Model 2

Model 3

Model 4

minimal size for split

3

20

20

20

minimal leaf size

3

20

10

3

Which model is most likely to have the overfitting issue?

A.

Model 4
B.

Model 1
C.

The information is not sufficient to make such a conclusion
D.

Model 3
E.

Model 2

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