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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
Regression is one of the type of supervised learning model, where data is classified according to labels and data need not to be continuous. (True / False)
Previously asked in CBSE board exam
2023 104 Q2 (v)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

False.

Regression is a type of supervised learning, but it works on continuous data (e.g., predicting salary or house price). It is the Classification model where data is classified according to labels and data need not be continuous.

Explanation

The statement mixes up two sub-types of Supervised Learning. The textbook clearly states: Classification — data is classified according to labels, works on discrete (non-continuous) data; Regression — works on continuous data to predict a value. The statement incorrectly attributes classification's features to regression, making it False.

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