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Summary Machine Learning Final Exam Review

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Covers all the topics covered in final exam of CS 135 Machine Learning and Data Mining course. Topics covered include loss-based model training, generic model evaluation, generic model selection, binary classification, multi-class classification, K Nearest Neighbors, etc. Includes a table comparing all classifiers. Explains different types of regression.

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Institution
Tufts University
Course
CS 135 Machine Learning and Data Mining









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Institution
Tufts University
Course
CS 135 Machine Learning and Data Mining
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Document information

Uploaded on
March 26, 2025
Number of pages
9
Written in
2023/2024
Type
Summary

Subjects

  • machine learning
  • review
  • exam prep
  • cheat sheet
  • notes
  • study guide

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anikakapoor

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anikakapoor Tufts University
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Anika's Study Corner

Here are detailed notes from computer science and economics courses I've taken at Tufts University! They've helped me study for my exams and I hope you find them useful for your studying :)

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