Other Books You May Enjoy
If you enjoyed this book, you may be interested in these other books by Packt:
Machine Learning for Imbalanced Data
Kumar Abhishek, Dr. Mounir Abdelaziz
ISBN: 978-1-80107-083-6
- Use imbalanced data in your machine learning models effectively
- Explore the metrics used when classes are imbalanced
- Understand how and when to apply various sampling methods such as over-sampling and under-sampling
- Apply data-based, algorithm-based, and hybrid approaches to deal with class imbalance
- Combine and choose from various options for data balancing while avoiding common pitfalls
- Understand the concepts of model calibration and threshold adjustment in the context of dealing with imbalanced datasets
Data-Centric Machine Learning with Python
Jonas Christensen, Nakul Bajaj
ISBN: 978-1-80461-812-7
- Learn the principles of data centricity and...
