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Chapter 5 Classic Machine Learning Algorithms

  • Tarkeshwar Barua , Kamal Kant Hiran , Ritesh Kumar Jain and Ruchi Doshi
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Machine Learning with Python
This chapter is in the book Machine Learning with Python
© 2024 Walter de Gruyter GmbH, Berlin/Boston

© 2024 Walter de Gruyter GmbH, Berlin/Boston

Chapters in this book

  1. Frontmatter I
  2. Contents V
  3. Chapter 1 Introduction to Machine Learning 1
  4. Chapter 2 Basics of Python Programming 30
  5. Chapter 3 Data Preprocessing in Python 90
  6. Chapter 4 Foundations of Machine Learning 152
  7. Chapter 5 Classic Machine Learning Algorithms 188
  8. Chapter 6 Advanced Machine Learning Techniques 316
  9. Chapter 7 Neural Networks and Deep Learning 360
  10. Chapter 8 Specialized Applications and Case Studies 424
  11. References 471
  12. Index 475
https://doi.org/10.1515/9783110697186-005

Chapters in this book

  1. Frontmatter I
  2. Contents V
  3. Chapter 1 Introduction to Machine Learning 1
  4. Chapter 2 Basics of Python Programming 30
  5. Chapter 3 Data Preprocessing in Python 90
  6. Chapter 4 Foundations of Machine Learning 152
  7. Chapter 5 Classic Machine Learning Algorithms 188
  8. Chapter 6 Advanced Machine Learning Techniques 316
  9. Chapter 7 Neural Networks and Deep Learning 360
  10. Chapter 8 Specialized Applications and Case Studies 424
  11. References 471
  12. Index 475
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