Classification accuracy

To provide a complete and detailed analysis of classification quality, DocAI Studio enables you to test the classification configured in your solution against a set of test documents. The classification accuracy report provides more information than classification testing.

The classification accuracy report displays results in an interactive window called Classification Accuracy Details. This window includes a visual result matrix, an interactive grid that displays how documents were classified compared to their actual document types. The matrix shows correctly and incorrectly classified documents by document type, unclassified documents, as well as comprehensive metrics including F1 Score (overall accuracy), precision, and recall.

The result matrix uses color coding to make results easy to interpret: correct classifications are highlighted in green, misclassifications are highlighted in red, and zero-count cells are displayed in gray.