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:

Side Effects

Unintended reactions or consequences, usually negative, resulting from a treatment or action that are not the primary outcomes.

Behavior Therapies

A group of therapeutic techniques based on the principles of behavioral psychology, aiming to modify maladaptive behaviors.

Techniques

Methodical procedures or approaches used in a specific field or for accomplishing a task.

Effectiveness

The degree to which something achieves its intended outcome or meets its objectives under real-world conditions.