The specific of tests for information systems with machine learning components

Автор: Shcherbakov Maxim V., Glotov Artem V., Cheremisinov Sergey V., Shcherbakov Natalia L.

Журнал: Сетевое научное издание «Системный анализ в науке и образовании» @journal-sanse

Статья в выпуске: 2, 2022 года.

Бесплатный доступ

The program and methodology for testing the system is a mandatory document that records how the system will be tested before being put into production. Existing approaches regulate testing for automated systems whose functions are deterministic and the results depend only on input data. Information systems with machine learning components require a review of typical testing approaches. The article presents the key aspects that the test program and methodology should include.

Information systems, machine learning, test program, test methods

Короткий адрес: https://sciup.org/14124336

IDR: 14124336

Статья научная