10 Questions
What is Ensemble Learning's basic idea?
Using multiple models, some computationally inexpensive, to improve predictive power
What is the example of a weak learner mentioned in the text?
Decision stump - Decision tree with only 1 decision node
What is the advantage of using weak learners in Ensemble Learning?
They are computationally inexpensive
Why is using multiple weak learners preferred over a single strong learner?
It improves predictive power
What is the role of Ensemble Learning in the context of Machine Intelligence?
It presents a different approach to Machine Learning
What is the default behavior of SVM as a classifier?
Linear classifier
In how many dimensions does the separator become a (d-1) dimensional hyperplane in SVM?
4 dimensions
What is the decision boundary in SVM in 2 dimensions?
A line
What is the role of Dr. Rajnikanth K in the context of MACHINE INTELLIGENCE?
Academic Advisor, PESU
What is one of the applications of SVM mentioned in the text?
Classification
Test your knowledge of machine intelligence and ensemble learning with this quiz on UE21CS352A, taught by Dr. Surabhi Narayan and Prof. Preet Kanwal. Covering topics in computer science and engineering, this quiz is designed to help you review and assess your understanding of the subject matter.
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