
Supervised and Unsupervised Learning Quiz

Quiz
•
Computers
•
12th Grade
•
Easy
Haythem Benhamida
Used 2+ times
FREE Resource
15 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary goal of supervised learning?
To map input data to the correct output label
To discover hidden patterns in data
To group similar data points together
To reduce the number of input features
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is NOT a common supervised learning algorithm?
Support Vector Machines
Decision Trees
K-means Clustering
Linear Regression
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of the training phase in supervised learning?
To extract features from the data
To evaluate the model's performance
To optimize the mapping function
To deploy the model into production
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which metric is commonly used to evaluate supervised learning models?
Clustering Coefficient
Reconstruction Error
Silhouette Score
Accuracy
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is hyperparameter tuning?
Optimizing the loss function
Evaluating the model's performance
Adjusting the model's architecture
Adjusting the parameters of the algorithm
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which application uses supervised learning for classifying emails?
Image Classification
Spam Email Detection
Anomaly Detection
Topic Modeling
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main task of clustering in unsupervised learning?
To predict future outcomes
To group similar data points together
To classify labeled data
To evaluate model performance
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