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Lilian Weng·· Aug 1AI score22

如何解释机器学习模型的预测?

How to Explain the Prediction of a Machine Learning Model?

AI brief

summary_zh: Lipton (2017) 在"The mythos of model interpretability"中总结可解释模型三性质:simulatability、algorithmic transparency 与 decomposability。

Source: Lilian Weng · lilianweng.github.io