WebJul 19, 2024 · [讀書筆記]《Interpretable Machine Learning》 Jul 19, 2024. 看到這本書,特意翻了下微博妖僧老馮_之前的一條微博,這樣寫道:“在機器學習裏,Explainable … Web很显然,Interpretability是好于Explainability的。当然,这只是一部分人的理解,欢迎讨论。 [1] Interpretability vs Explainability: The Black Box of Machine Learning [2]Machine Learning Explainability vs Interpretability: Two concepts that could help restore trust in AI [3]Explainable ML versus Interpretable ML
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WebNov 26, 2024 · InterpretML 是一个为实践者和研究者提供机器学习可解释性算法的开源 Python 软件包。. InterpretML 能提供以下两种类型的可解释性:(1)明 … WebJan 13, 2024 · The emergence of machine learning as a society-changing technology in the past decade has triggered concerns about people's inability to understand the reasoning of increasingly complex models. The field of IML (interpretable machine learning) grew out of these concerns, with the goal of empowering various stakeholders to tackle use cases, … mile bluff careers
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