The new algorithm is highly
interpretable, allowing researchers to understand how it arrives at its conclusions.
新的算法具有高度的可解释性,使得研究人员能够理解它是如何得出结论的。
This model's results are
interpretable in terms of the underlying biological processes.
该模型的结果可以从基础生物过程的角度进行解释。
The
interpretable machine learning techniques help us to gain insights into the decision-making process.
可解释的机器学习技术帮助我们深入了解决策制定过程。
Their research focused on developing an
interpretable artificial neural network for medical diagnosis.
他们的研究重点是开发一个用于医疗诊断的可解释人工神经网络。
Despite its high accuracy, the black-box model is less
interpretable than the simpler linear regression model.
尽管其精度很高,但黑盒模型的可解释性不如更简单的线性回归模型。
The
interpretable features extracted from the data made it easier to communicate findings to stakeholders.
从数据中提取出的可解释特征使得与利益相关者沟通发现结果变得更加容易。
By using
interpretable models, we can build more trustworthy and transparent systems.
通过使用可解释的模型,我们可以构建更值得信赖和透明的系统。
An
interpretable model allows domain experts to validate the assumptions being made by the model.
可解释的模型允许领域专家验证模型所做的假设。
The predictive model is not only accurate but also highly
interpretable, which is crucial for regulatory compliance.
预测模型不仅准确,而且高度可解释,这对于符合监管要求至关重要。
In order to ensure ethical use of AI, we need to prioritize the development of
interpretable algorithms.
为了确保人工智能的伦理使用,我们需要优先考虑开发可解释的算法。
The first principle, transparency, is about creating AI systems where decisions are easily interpretable and explainable, auditable, and implemented to allow for oversight.
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