Clustering Quiz

Clustering Quiz

University

10 Qs

quiz-placeholder

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Clustering Quiz

Clustering Quiz

Assessment

Quiz

Engineering

University

Medium

Created by

Aileen Chris

Used 3+ times

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary focus of supervised learning?

Exploratory data analysis

Identifying subgroups in data

Finding structure in data

Building a model to predict an output

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a type of clustering algorithm?

Linear regression

Classification

Regression

K-means

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does K-modes clustering specifically cater to?

Numerical data

Categorical data

Time series data

Text data

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main goal of clustering?

To classify data points

To identify subgroups in data

To analyze time series

To predict future values

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which algorithm is known for being robust to noise?

K-means

K-modes

DBSCAN

Mean-Shift

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the first step in the K-means algorithm?

Choose random data points

Specify the number of clusters

Assign points to the nearest centroid

Recalculate centroids

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does density-based clustering identify?

Clusters based on distance

Clusters based on density

Clusters based on time

Clusters based on labels

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