Because Different Classification Techniques Will Perform Better for Different Data

question 54

True/False

Because different classification techniques will perform better for different data sets, ensemble models consider multiple classification techniques before selecting the best classification technique to use for a particular data set.

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Definitions:

Average Fitness Payoff

A concept in evolutionary biology referring to the expected reproductive success of an organism from following a certain strategy or behavior.

Thief Phenotype

The thief phenotype describes individuals or organisms that steal resources or mates from others as an alternative reproductive strategy.

Population

A group of individuals of the same species living in the same geographic area, capable of interbreeding and creating offspring.

Solitary Phenotype

An organism or individual that prefers to live or operates alone, avoiding social groups or pairings.