Which of the Following Statements Is False

question 13

Multiple Choice

Which of the following statements is false?

• A) Even though k-nearest neighbors is one of the most complex xe "classification (machine learning)"classification algorithms, because of its superior prediction accuracy we use it to analyze the Digits dataset bundled with scikit-learn.
• B) Classification algorithms predict the discrete classes (categories) to which samples belong.
• C) Binary classification uses two classes, such as "spam" or "not spam" in an e-mail classification application. Multi-classification uses more than two classes, such as the 10 classes, 0 through 9, in the Digits dataset.
• D) A classification scheme looking at movie descriptions might try to classify them as "action," "adventure," "fantasy," "romance," "history" and the like.

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Definitions:

Corticospinal Tract

A set of nerve pathways that travel from the cerebral cortex in the brain down the spinal cord, involved in controlling voluntary muscle movements.

Corticobulbar Tract

Neural pathways that conduct impulses from the brain's cortex to the brainstem, primarily involved in controlling movements of the face and neck.

Corpus Callosum

Largest commissure of the brain, connecting the cerebral hemispheres.

Cerebral Commissures

Bundles of nerve fibers that connect the two hemispheres of the brain, facilitating interhemispheric communication.