ml_quiz

ml_quiz

30 Qs

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Created by

Babitha Kumari

Used 3+ times

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30 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

1. Which of the following is an example of supervised learning, unsupervised learning? (Supervised learning, unsupervised learning)

A. Classification, Regression
B. Regression, Clustering
C. Classification, Reinforcement learning
D. Clustering, Classification

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

2. Which of the following is an example of a neural network architecture commonly used for image recognition tasks?

A. Decision tree
B. K-means clustering
C. Convolutional neural network
D. Naive Bayes

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

3. Which of the following techniques is used for feature selection in machine learning?

A. Principal component analysis
B. Regression analysis
C. Logistic regression
D. Support vector machine

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

4. Which of the following is a measure of the quality of a clustering algorithm?

A. Silhouette coefficient
B. Precision
C. Recall
D. F1 score

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

5. Which of the following algorithms is used for reinforcement learning?

A. K-means clustering
B. Random forest
C. Q-learning
D. Logistic regression

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

6. Which of the following is a method for reducing overfitting in a machine learning model?

A. Adding more layers to the model
B. Decreasing the learning rate
C. Increasing the number of epochs
D. Adding regularization

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

7. Which of the following is a technique used for imbalanced classification problems?

A. SMOTE
B. Ridge regression
C. Naive Bayes
D. AdaBoost

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