Which of the Following Is Not True Concerning Overfitting

question 72

Multiple Choice

Which of the following is not true concerning overfitting?

• A)It may result from using the training data inappropriately
• B)It attempts to describe the random error thereby making the model less useful.
• C)It does not violate the law of parsimony.
• D)Over fitted models may work poorly when using new data.

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Definitions:

Geographic Differences

Variations in cultural, environmental, economic, and social characteristics across different regions or territories.

Dementia Rates

The incidence or prevalence of dementia in a population, indicating how common the condition is within a specific demographic or over time.

Centenarians

Individuals who have reached the age of 100 years or more.

Alzheimer's Disease

A progressive neurological disorder that causes memory loss, cognitive decline, and eventually, loss of ability to carry out daily activities, leading to complete dependency on caregivers.