cs2007_2024T3_Q1_AN.pdf

Machine Learning Techniques · Quiz 1 · Sep 2024

Questions and published explanations below are available without starting a test. Some questions may not have a published solution yet.

Question 15 MCQ · 4.0 marks

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A published solution is not available for this question yet.

Question 16 MCQ · 4.0 marks

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A published solution is not available for this question yet.

Question 17 MCQ · 3.0 marks

[[IMAGE:a6da694b8013f56a_3_11]]

A published solution is not available for this question yet.

Question 18 MSQ · 4.0 marks

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A published solution is not available for this question yet.

Question 19 MSQ · 5.0 marks

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A published solution is not available for this question yet.

Question 20 NAT · 3.0 marks

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A published solution is not available for this question yet.

Question 21 NAT · 5.0 marks

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A published solution is not available for this question yet.

Question 22 NAT · 4.0 marks

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A published solution is not available for this question yet.

Question 23 NAT · 4.0 marks

Consider a dataset with 100 total data points. Each data point is classified as either type A or type B. We model this using a Bernoulli distribution, where p is the probability of a data point being type A. If the maximum likelihood estimate (MLE) of p based on the dataset is 0.4, how many data points of type B are there in this dataset?

A published solution is not available for this question yet.

Question 24 NAT · 3.0 marks

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Question 25 NAT · 4.0 marks

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Question 26 MCQ · 3.0 marks

[[IMAGE:a6da694b8013f56a_8_28]] Based on the above data, answer the given subquestions.

[[IMAGE:a6da694b8013f56a_9_29]]

(0,1)
(2,3)
(3,2)
(2,4)

A published solution is not available for this question yet.

Question 27 MCQ · 4.0 marks

[[IMAGE:a6da694b8013f56a_8_28]] Based on the above data, answer the given subquestions.

Which point has the lowest probability of being chosen as the 3rd cluster mean? Use squared distance to calculate the scores.

(1,0)
(2,3)
(3,2)
(1,2) **MLP** **Section Id :** 64065369402 **Section Number :** 3 **Section type :** Online **Mandatory or Optional :** Mandatory **Number of Questions :** 18 **Number of Questions to be attempted :** 18 **Section Marks :** 50 **Display Number Panel :** Yes **Section Negative Marks :** 0 **Group All Questions :** No **Enable Mark as Answered Mark for Review and** No **Clear Response :** **Section Maximum Duration :** 0 **Section Minimum Duration :** 0 **Section Time In :** Minutes **Maximum Instruction Time :** 0

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