Question: What is the difference between supervised and unsupervised machine learning?

MIS
9th Edition
ISBN:9781337681919
Author:BIDGOLI
Publisher:BIDGOLI
Chapter13: Intelligent Information Systems
Section: Chapter Questions
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Question: What is the difference between supervised and unsupervised machine learning?
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Difference between supervised and unsupervised machine learning?

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Supervised machine learning Unsupervised machine learning
In supervised learning models are trained using labeled data In unsupervised learning models are trained using unlabeled data
supervised learning is used in two different problems like regression and classification unsupervised learning is used in two different problems like clustering and association
Goal is to predict outcomes for new data   in unsupervised learning algorithm the goal is to get information from new data
It takes feedback to check whether it is predicting correct output or not It will not take feedback for predicting
The results are accurate in supervised learning results are not accurate
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