Evaluation Metrics

Macro Accuracy in Scikit Learn

by

What will you learn? In this tutorial, you will delve into the concept of macro accuracy in Scikit Learn. You will grasp how to calculate macro accuracy and its significance in handling imbalanced datasets. Introduction to the Problem and Solution In machine learning classification tasks, class imbalances where some classes have more samples than others … Read more

How to Plot Confusion Matrix Using `load_model` in Python

by

What will you learn? In this tutorial, you’ll learn how to plot a confusion matrix using a pre-trained model in Python for evaluating the performance of a machine learning model. Introduction to the Problem and Solution When working on classification tasks, understanding the accuracy of your model is essential. One way to achieve this is … Read more