Hands-on Machine Learning with Python: Implement Neural Network Solutions with Scikit-learn and PyTorch

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

A. Pajankar, A. JoshiHands-on Machine Learning with Pythonhttps://doi.org/10.1007/978-1-4842-7921-2_9

9. Supervised Learning Methods: Part 2

Ashwin Pajankar¹   and Aditya Joshi²

(1)

Nashik, Maharashtra, India

(2)

Haldwani, Uttarakhand, India

 

We have discussed several regression and classification algorithms and found out ways on efficiently validating the performance of the models and tuning them well. We will extend our repository of tools and techniques through some more popular algorithms that have proven to be state of the art for various machine learning problems in the past. We will visualize the decision boundaries of the classification algorithms and ...