One Approach to Avoid Overfitting a Classification Tree Is to Use

question 100

True/False

One approach to avoid overfitting a classification tree is to use a validation data set to identify valid splits and a training data set to train the classification tree on when to stop making splits.

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Definitions:

Intellectual Convictions

Firmly held beliefs or opinions that are rooted in reasoning and knowledge rather than emotion or personal preference.

Pragmatist

An individual who approaches problems and situations with a practical and logical mindset, focusing on solutions and results rather than abstract principles.

Rationalization

The process of replacing traditional and emotional thought processes with reason and practicality, often associated with the development of bureaucratic systems.

Industrial Revolution

A period of major industrialization from the late 18th to early 19th century, which dramatically changed society with technological advancements and urbanization.