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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
An e-commerce platform analyzes customer purchase patterns to recommend "Customers who bought product X also bought product Y." This uses :
  1. (A) Classification model
  2. (B) Regression model
  3. (C) Association model
  4. (D) Clustering model
Previously asked in CBSE board exam
2026 104 Q3 (iii)
Generated by claude-sonnet-4-6 · 2026-06-21 03:19 · grounding rag
Model Answer

(C) Association model — This recommendation ("customers who bought X also bought Y") identifies relationships/associations between products purchased together, which is exactly what an Association model does.

Explanation

The Association model (a sub-category of Unsupervised Learning) finds interesting relationships between variables in a database — e.g., bread buyers also buy butter. The textbook explicitly states such associations are used to recommend items to customers. Classification predicts categories, Regression predicts continuous values, and Clustering groups similar data points — none of these match "co-purchase" pattern finding.

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