
Machine Learning Quiz
Quiz
•
Computers
•
University
•
Practice Problem
•
Easy
Nilu R Salim
Used 1+ times
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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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