Validation Data Sets Differ from Training Data Sets in That

question 12

Multiple Choice

Validation data sets differ from training data sets in that validation data sets .

• A) have known outcomes
• B) test a model with unseen data
• C) are used to teach data-mining algorithms
• D) provide the most realistic test for models with known data

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Definitions:

Implicit Memory

Implicit memory is a type of long-term memory that enables individuals to perform tasks without conscious awareness of these previous experiences, such as riding a bike or typing on a keyboard.

Neural Correlates

The specific systems within the brain that are associated with specific psychological experiences or functions.

Consciousness

A state of awareness of oneself and the environment, characterized by the ability to experience thoughts, feelings, and perceptions.

Attentional Mechanisms

The processes and systems in the brain that allow individuals to focus on specific stimuli while ignoring others.