Course

# AUC and the ROC Curve in Machine Learning

Learn how the AUC-ROC curve assesses binary classification models, focusing on performance across thresholds, particularly in imbalanced datasets. Use Python’s libraries to compute AUC values and compare classifiers in one workflow.

Sep 10, 2024 · 9 min read

## Become an ML Scientist

Upskill in Python to become a machine learning scientist.

## Become an ML Scientist

Upskill in Python to become a machine learning scientist.

### What is AUC?

### What is the AUC-ROC curve?

### Why is the AUC-ROC curve important in model evaluation?

### How is the AUC score interpreted?

### When should I use AUC-ROC over other metrics?

### What are some alternatives to the AUC-ROC curve?

Topics

Learn Python and Statistics with DataCamp

4 hr

115K

Course

### Introduction to Regression with statsmodels in Python

4 hr

37.3K

Track

### Statistics Fundamentals

20hrs hr

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