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InsemSep 20232019 patternBE Comp

Machine Learning & Data Science (MLDS) SPPU Insem Question Paper Sep 2023

All 4 questions from this SPPU insem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated MLDS questions
Subject code
410501
Pattern
2019 pattern
Exam
Insem
Session
Sep 2023
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6188]-320

Printed for: B.E. (Computer Engineering) (Honours) (Insem)

Instructions to the candidates

  1. Solve questions Q.1 or Q.2, Q.3 or Q.4.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate full marks.
  4. Assume suitable data if necessary.

Questions

  1. Q1

    1. a)

      What are the Linear Models used in Statistics? Explain any two with suitable examples.

      [8]
    2. b)

      Explain the terms Regression, Residuals and Regression Inference in detail.

      Also asked:Aug 2025

      [7]

  2. Q2

    1. a)

      What is mean by an Odds Ratio? How to do Interpretation of Odds and Odds Ratios.

      Also asked:Aug 2025 ·Oct 2022

      [7]
    2. b)

      Explain the Poisson Regression and Logistic Regression in depth.

      Also asked:Aug 2025

      [8]

  3. Q3

    1. a)

      Enlist the features of Random Forest Algorithm. Explain working of Random Forest Algorithm with example.

      [8]
    2. b)

      What is Ensemble Learning? Explain Booting and Bagging ensemble methods.

      [7]

  4. Q4

    1. a)

      How does Random forest select features? Does it work differently for Classification and Regression if yes, explain it?

      [7]
    2. b)

      Explain the working of Support Vector Machine classification algorithm. 

      Also asked:Aug 2025

      [8]