The Objective of Classification Tree Algorithms Is to

question 58

Multiple Choice

The objective of classification tree algorithms is to

• A) minimize the average weighted impurity of the resulting partitions
• B) maximize the average weighted impurity of the resulting partitions
• C) maximize the average weighted purity of the resulting partitions
• D) maximize the likelihood estimator of the resulting partitions

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Definitions:

Fairness

The quality of being just, equitable, and impartial; often a subjective measure in economic and social contexts.

True Probability

The actual likelihood of an event occurring, often contrasted with estimated probabilities derived from models or assumptions.

Subjective Probabilities

The individual's personal judgment or estimate of the likelihood of an event occurring, based on their own knowledge and experience.

Event

An occurrence or happening, especially one of significance.