Struggling with machine learning concepts for AI-900? Discover an easy guide to matching tasks like regression, classification, clustering, and recommendation with their definitions.
Table of Contents
Question
Match each machine learning task with its correct definition.
Machine Learning Task
Regression
Classification
Clustering
Recommendation
Definition:
- Predicting continuous numeric values that are based on input features
- Grouping similar data points together without predefined labels
- Categorizing data points into discrete classes
- Suggesting relevant items to users based on their past preferences or behavior
Answer
The correct matching for each machine learning task is:
- Regression – Predicting continuous numeric values that are based on input features.
- Classification – Categorizing data points into discrete classes.
- Clustering – Grouping similar data points together without predefined labels.
- Recommendation – Suggesting relevant items to users based on their past preferences or behavior.
Explanation
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