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Engineering B.E. (Computer Engineering) Sem 6 Machine Learning Dec 2019 Question Paper - Mumbai University | munotes

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Machine Learning Question Paper, Dec 2019.pdf
CMPN · 427 KB · 1 May 2025

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Questions asked in this paper

  1. Q2 (a) Dimensionality reduction? Describe how Principal Component Analysis carried out to reduce dimensionality of data sets 10 marks
    • (b) Find the singular value decomposition of use naive Bayes classifier to find whether the class for PlayTennis is yes or no The dataset is given below 10
    • (b) List some advantages of derivative-based optimization techniques. Explain Descent method for optimization Paper Subject Code: 88905 Elective - If Machine Learning 10
  2. Q4 (a) Given the following data for the sales of car of an automobile company for six consecutive years. Predict the sales for next two consecutive years 10 marks
    • (b) Explain various basic evaluation measures of supervised learning Algorithm for 10
  3. Q5 (a) Consider following table for binary classification. Calculate the root of the 10 marks
    • (b) Define Support Vector Machine. Explain how margin is computed and optimal hyper-plane is decided
  4. Q6 Write Short notes on any four 20 marks
    • (b) EM Algorithm
    • (c) Logistic Regression

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