Before revision:  In this short paper, we build an experimental system AutoAIViz that aims to visualize AutoAI's model generation process to increase users' level of understanding and trust in AutoAI systems. Through a user study with 10 professional data scientists, we find that the proposed system helps participants to complete the data science tasks, and increases their perceptions of understandingand trust in the AutoAI system.
After revision:  In this short paper, we build an experimental system AutoAIViz that aims to visualize AutoAI's model generation process . We find that the proposed system helps participants to complete the data science tasks, and increases their perceptions of understandingand trust in the AutoAI system.