Question

Determine whether each of the following scenarios is a regression, classification, or clustering problem.

We run an ecommerce website, and we want to:

a. Predict whether a particular customer is likely to buy a particular product

b. Predict the maximum price a particular customer would be willing to pay for a particular product

c. Find customers with similar buying habits

We run a website that links to news articles from several different newspapers, and we want to:

d. Group together articles from different newspapers that cover the same topic

e. Determine whether a particular article is about the presidential election

f. Estimate the number of readers who will click on a particular headline

Answer 1

Regression:- It is used in prediction value based on Independent variables. In simple words when we do estimation or prediction on basis of data then the regression is used.

classification:- It is a process of predicting the class of data points. In simple words, It is a technique which is used to categorize any data into a desired and distinct number of classes where we can assign a label to each class.

clustering:- It is used when we need to separate different data into different clusters of the same types.

a.) Classification
b.) Regression
c.) Clustering
d.) Clustering

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