label_vals has the unique labels (from the statement label_vals = data['label'].unique()), and it has to be logged. Note: Instead use the run_log function to log the contents in label_vals: for label_val in label_vals: run.log('Label Values', label_val) Reference: https://www.element61.be/en/resource/azure-machine-learning-services-complete-toolbox-ai