When Working with a Predictive Model,under Fitting the Data Is

question 43

Multiple Choice

When working with a predictive model,under fitting the data is most likely caused by ________.

• A) an overly complex model
• B) an overly simple model
• C) over pruning the data
• D) a lack of data reduction

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Definitions:

Intuition

Intuition is the ability to understand or know something immediately, based on feelings rather than conscious reasoning or factual analysis.

High Openness

A personality trait that displays a high level of creativity, curiosity, and a willingness to explore new ideas.

Broad Minded

An attitude or approach that is open to a wide range of ideas, beliefs, and opinions, often involving tolerance and understanding.

Adapting Changes

The process of modifying behaviors, processes, or strategies in response to internal or external shifts in the environment.