STATISTICS AND MACHINE LEARNING

Demystifying the Confusion Matrix

A Key Tool for Evaluating Machine Learning Models

Image / Table created by the Author

Creating a machine learning model is easy. But, creating an accurate and reliable machine-learning model is quite challenging. This is especially true when dealing with complex data. That’s where the confusion matrix comes in.