XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning

1 code implementation • 24 Feb 2022 • Marc-André Zöller, Waldemar Titov, Thomas Schlegel, Marco F. Huber

Even though such automatically synthesized ML pipelines are able to achieve a competitive performance, recent studies have shown that users do not trust models constructed by AutoML due to missing transparency of AutoML systems and missing explanations for the constructed ML pipelines.

AutoML BIG-bench Machine Learning +2