Classification and regression are examples of___________.

The correct answer is A. supervised learning. In classification, our job is to predict what class an instance of data should fall into. Another task in machine learning is regression. Regression is the prediction of a numeric value. Most people have probably seen an example of regression with a best-fit line drawn through…

Machine Learning Fundamentals

Question

Options

Asupervised learning
Bun-supervised learning
CClustering
DDensity estimation

How the community answered

(59 responses)

A
75% (44)
B
3% (2)
C
7% (4)
D
15% (9)

Explanation

In classification, our job is to predict what class an instance of data should fall into. Another task in machine learning is regression. Regression is the prediction of a numeric value. Most people have probably seen an example of regression with a best-fit line drawn through some data points to generalize the data points. Classification and regression are examples of supervised learning. This set of problems is known as supervised because we're telling the algorithm what to predict.

Topics

#supervised learning#classification#regression#machine learning types

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