QUIZ MACHINE LEARNING

Quiz

MACHINE LEARNING

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Question 1/5

What is the definition of machine learning given by Arthur Lee Samuel in 1959? Machine learning ...

Allows a system to learn from data rather than through explicit programming

Allows a system to mimic the functioning of the human brain from data and neural networks

Allows a system to optimize its performance from data and feedback

Question 2/5

What are the two cornerstones of machine learning?

Hypotheses and tests

Models and predictions

Data and algorithms

Question 3/5

What is the main characteristic of supervised learning in machine learning?

Uses no data

Uses known and labeled data

Uses new and unlabeled data

Question 4/5

What is the principle behind the k-Nearest Neighbour Classifier (kNN) in machine learning?

Based on distance metrics

Based on gradient descent

Based on statistical measures

Question 5/5

What is the main characteristic of the best hyperplane in an Support Vector Machine (SVM) model?

Maximizes margin

Ignores margin

Minimizes margin

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