What is an AI classification report?

What is an AI classification report?

An AI classification report is a performance evaluation metric used to assess the accuracy of a classification model.

What metrics are included in a classification report?

It typically includes precision, recall, F1-score, and support for each class in the dataset.

How do I interpret the F1-score?

The F1-score is the harmonic mean of precision and recall, providing a balance between the two. A higher score indicates better performance.

Can you show me an example of a classification report?

Sure! Here's a sample report:

              precision    recall  f1-score   support

           0       0.85      0.90      0.87       100
           1       0.80      0.75      0.77        80

    accuracy                           0.83       180
   macro avg       0.83      0.83      0.83       180
weighted avg       0.83      0.83      0.83       180

This shows the performance of a model on two classes.