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Artificial Intelligence & Machine Learning (AIML) important questionsMost repeated in SPPU papers

These 6 questions appeared in more than one SPPU Artificial Intelligence & Machine Learning paper we have: 6 papers, from Oct 2022 to Nov 2025. The most-asked come first. Each one links to the papers it was asked in.

All AIML papers and notes

Repeated questions

Endsem questions (4)

  1. 2×asked

    Write short notes on Mean square Error.

    Nov 2025 ·May 2025

  2. 2×asked

    Define and Explain following terms i) Bayesian Network ii) Advantages and disadvantages of Naïve Bayes Classifier

    May 2024 ·Nov 2022

  3. 2×asked

    Explain following Terms i) Rule ii) Support iii) Lift iv) Confidence

    May 2024 ·Nov 2022

  4. 2×asked

    What is deep learning? Explain different applications of deep learning.

    May 2024 ·Nov 2022

Insem questions (2)

  1. 2×asked

    Explain linear Support vector machine with suitable diagram (CO2).

    Oct 2024 ·Oct 2022

  2. 2×asked

    What is multiclass classification? Explain One-Vs-Rest and One-vs- One multiclass classifier construction method with suitable example (CO2).

    Oct 2024 ·Oct 2022

Questions count as repeated when their wording matches closely across papers. Numericals that depend on a figure are left out, since the figure changes from paper to paper.