Machine Learning Quiz

Machine Learning Quiz

University

25 Qs

quiz-placeholder

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Machine Learning Quiz

Machine Learning Quiz

Assessment

Quiz

others

University

Easy

Created by

DEEPIKA CSE

Used 1+ times

FREE Resource

25 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is an example of supervised learning?

K-Means Clustering

Linear Regression

PCA

Apriori Algorithm

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the goal of concept learning?

To generate labels from unlabeled data

To map input data into a concept class

To cluster similar data

To balance bias and variance

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which type of machine learning involves feedback-based learning from the environment?

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Semi-supervised Learning

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following causes underfitting in a model?

High variance

High bias

Proper regularization

Increased training data

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of these is a component of the learning system design?

Clustering

Noise filtering

Hypothesis space

Feature engineering only

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Naïve Bayes assumes which of the following?

Data is linearly separable

Features are conditionally independent

Data follows a Poisson distribution

Data must be normalized

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which metric is commonly used in KNN to measure closeness?

Manhattan distance

Cosine similarity

Euclidean distance

Hamming distance

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