Classification

Shield:

These images were originally published in the book “Deep Learning with PyTorch Step-by-Step: A Beginner’s Guide”.

They are also available at the book’s official repository: https://github.com/dvgodoy/PyTorchStepByStep.

Index

• Back
• Logistic Regression
  • Odds Ratio and Sigmoid
• Binary Classification
• Multiclass Classification
• Decision Boundary
• Classification Threshold
  • Confusion Matrix

** CLICK ON THE IMAGES FOR FULL SIZE **

Logistic Regression

Source: Chapter 3

Odds Ratio and Sigmoid

Source: Chapter 3

Source: Chapter 3

Binary Classification

Source: Chapter 4

Multiclass Classification

Source: Chapter 5

Decision Boundary

Source: Chapter 3

Source: Chapter 3

Classification Threshold

Source: Chapter 3

Confusion Matrix

Source: Chapter 3

Source: Chapter 3

Source: Chapter 3

Source: Chapter 3

This work is licensed under a Creative Commons Attribution 4.0 International License.