Machine Learning - Quiz on Learning

Machine Learning - Quiz on Learning

University

20 Qs

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Machine Learning - Quiz on Learning

Machine Learning - Quiz on Learning

Assessment

Quiz

Professional Development

University

Practice Problem

Hard

Created by

a Kalyani

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20 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is Supervised Learning?

Learning without labels

Learning from labeled data

Learning through trial and error

Learning from clusters

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is an example of Supervised Learning?

K-means clustering

Decision Trees

Principal Component Analysis

Autoencoders

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the basic building block of the brain that inspires neural networks?

Axon

Synapse

Neuron

Dendrite

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following best describes a concept learning task?

Identifying clusters in data

Learning a function from labeled examples

Predicting future outcomes

Reducing dimensionality of data

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the goal of Concept Learning as Search?

To find a minimally general hypothesis

To find a maximally specific hypothesis

To find all possible hypotheses

To eliminate specific concepts

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which algorithm is used to find the version spaces of hypotheses?

KNN Algorithm

Candidate Elimination Algorithm

Apriori Algorithm

Backpropagation Algorithm

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a Version Space in Concept Learning?

The space of all possible clusters

The set of all consistent hypotheses

The set of all incorrectly classified instances

The space of all data points

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