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Machine Learning Quiz

Authored by Nilu R Salim

Computers

University

Used 2+ times

Machine Learning Quiz
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30 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main goal of supervised learning?

To find patterns in unlabeled data

To classify labeled data

To minimize the entropy of the data

To cluster similar items

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a type of unsupervised learning?

Regression

Classification

Clustering

Decision Trees

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which machine learning model is most suitable for predicting continuous numerical data?

Logistic Regression

Decision Tree

Linear Regression

k-Nearest Neighbors

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In which scenario would you use logistic regression?

Predicting house prices

Predicting binary outcomes (Yes/No)

Grouping customers into segments

Reducing dimensionality of features

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does overfitting in machine learning mean?

The model performs well on the test set but poorly on the training set

The model performs well on the training set but poorly on the test set

The model generalizes well to new data

The model has too few parameters

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In which of the following situations would you prefer to use a Recurrent Neural Network (RNN)?

Image classification

Predicting stock prices over time

Grouping news articles into topics

Predicting house prices based on features

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following algorithms is an example of a supervised learning algorithm?

k-means clustering

Support Vector Machines (SVM)

Principal Component Analysis (PCA)

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