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InsemOct 20222019 patternBE Comp

Machine Learning & Data Science (MLDS) SPPU Insem Question Paper Oct 2022

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
Oct 2022
Max. marks
30
Time
1 Hour
Paper code
Oct-22/BE/Insem-161

Printed for: B.E. (Computer Engineering) (Semester - VII)

Instructions to the candidates

  1. Answer Q. 1 or Q. 2, Q. 3 or Q. 4.
  2. Figures to the right indicate full marks.
  3. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      What is difference between simple linear and multiple linear regressions?

      [8]
    2. b)

      What is residual? How is it computed?

      [7]

  2. Q2

    1. a)

      What is difference between regression model and estimated regression equation?

      [8]
    2. b)

      Explain odds and odds ratios along with their interpretation?

      Also asked:Aug 2025 ·Sep 2023

      [7]

  3. Q3

    1. a)

      What are support vectors? What is role of these support vectors in the SVM classification algorithm?

      [8]
    2. b)

      Write a short note on Kernel PCA.

      [7]

  4. Q4

    1. a)

      Explain K-Nearest Neighbour learning algorithm with example.

      [8]
    2. b)

      This part has equations that don’t show as text. Open the PDF to read it.

      [7]