Which of the Following Data Sets Provides the Most Realistic

question 11

Multiple Choice

Which of the following data sets provides the most realistic estimate of the performance of a model on completely unseen data?

• A) validation data set
• B) test data set
• C) training data set
• D) linear regression data set

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Definitions:

Scurvy

A disease caused by lack of fresh fruits, vegetables, and vitamin C in the diet.

Vitamin C

Vitamin C is an essential nutrient and antioxidant found in fruits and vegetables, crucial for the repair of tissue and the enzymatic production of certain neurotransmitters.

Phosphorus

A chemical element with symbol P, essential for living organisms, contributing to the formation of DNA, RNA, and ATP.

Poultry

Domesticated birds raised for their meat, eggs, or feathers, including chickens, ducks, and turkeys.