H2O Driverless-AI v1.10.7

Driverless AI automates some of the most difficult data science and machine learning workflows, such as feature engineering, model validation, model tuning, model selection, and model deployment. It aims to achieve the highest predictive accuracy, comparable to expert data scientists, but in a much shorter time thanks to end-to-end automation. Driverless AI also offers automatic visualization and machine learning interpretability (MLI). Especially in regulated industries, model transparency and explanation are just as important as predictive performance.

搜集汇总

背景与挑战

背景概述

H2O Driverless-AI v1.10.7 是一款自动化数据科学和机器学习工具，它通过端到端自动化高效处理特征工程、模型调优等复杂流程，以在短时间内达到与专家相当的预测精度。该工具还提供自动可视化和可解释性功能，特别适用于对模型透明性要求高的受监管行业。