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Machine Learning MCQ Questions: Practice and Test Your Knowledge

Ace your exams, tests, interviews, and quizzes with our comprehensive set of Machine Learning Multiple Choice Questions (MCQs). Covering essential topics in Machine Learning, enhance your understanding and boost your performance. Start practicing now Page-2 section-4

Each section contains 100 MCQs on Machine Learning .
11
It is not necessary to have a target variable for applying dimensionality reduction algorithms
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Answer & Solution
Answer: Option A
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12
Hierarchical clustering is slower than non-hierarchical clustering?
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Answer & Solution
Answer: Option A
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13
Which of the following can help to reduce overfitting in an SVM classifier?
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Answer & Solution
Answer: Option A
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14
SVM can solve linear and non-linear problems
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Answer & Solution
Answer: Option A
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15
Suppose you plotted a scatter plot between the residuals and predicted values in linear regression and you found that there is a relationship between them. Which of the following conclusion do you make about this situation?
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Answer & Solution
Answer: Option A
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16
Overfitting is more likely when you have huge amount of data to train?
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Answer & Solution
Answer: Option B
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17
Gain ratio tends to prefer unbalanced splits in which one partition is much smaller than the other
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Answer & Solution
Answer: Option A
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18
In the mathematical Equation of Linear Regression Y = β1 + β2X + ∊, (β1, β2) refers to . . . . . . . .
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Answer & Solution
Answer: Option C
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19
Which of the following is not a kernel method in SVM?
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Answer & Solution
Answer: Option A
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20
Identify the various approaches for machine learning.
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Answer & Solution
Answer: Option D
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