What is the translation of " INTERPRETABLE " in Chinese?

• 可解释
• 解释

Examples of using Interpretable in English and their translations into Chinese

As a result, the model is highly interpretable.
因此，模型是高度可解释的。

Each prediction is interpretable as a probability or an expected value.
每个预测都可看作是一个概率或预期值。

As a result, models for explanation must be interpretable.
因此，解释模型必须是可说明的。

Provide the most comprehensive, accurate, and interpretable analysis of IBC trading volumes to date;
迄今为止、对LBC平台交易量的数据作出全面、准确和解释的分析。

Decisions made by the system are not always clear and interpretable.
该系统所做出的决策并不总是正确的且可解释的。

The format is intended to provide an easily interpretable form for use in exchanging data.
该格式旨在提供一种易于解释的形式，用于交换数据。

Deep learning is both the most accurate and the least interpretable.
而深度学习是最准确的，同时也是最不可解释的。

There are also theoretical advantages, such as interpretable, and the ability to generate samples.
还有一些理论上的优点，比如可解释，以及可以生成样本。

If programming languages are subjective then they are highly interpretable.
如果编程语言是主观的，那么它们是高度可解释的。

When you have human interpretable characteristics, understanding the cause of your error is much simpler.
当你具有人类可解释的特征时，理解其错误的原因要容易得多。

In addition, data mining applications generally require interpretable models.
另外，数据挖掘一般需要可解释性的模型。

The model learns a clinically interpretable subject-level representation that is reflective of the disease severity.
该模型学习临床解释的主题水平表示，反映疾病的严重程度。

Eleven of these had consistent enough interests to be readily interpretable.
其中十一项具有足够一致的兴趣，可以很容易解释。

While decision trees are one of the most easily interpretable models, they exhibit highly variable behavior.
决策树虽然是最容易解释的模型之一，但是也表现出高度可变的行为。

This book is about making machine learning models and their decisions interpretable.
这本书是关于使机器学习模型和他们的决定可解释。

In this section we tackle the broad problem of interpretable machine learning pipelines.
在本节中，我们将解决可解释的机器学习pipeline的广泛问题。

Living through an event or feeling certain emotions does not necessarily make them easily interpretable.
通过活动来生活或感受到某种情绪并不一定会使他们很容易解释。

Lack of interpretable embeddings(we don't know what the topics are, and the components may be arbitrarily positive/negative).
缺乏可解释的嵌入（我们并不知道主题是什么，其成分可能积极或消极，这一点是随机的）.

Each thing is identified by a URI that can be dereferenced to obtain a machine interpretable description.
每个事物都由一个URI标识，可以据此获得机器可解释的描述。

Interpretable Machine Learning- This online book is about making machine learning models and their decisions interpretable.
可解释的机器学习-这本在线书籍是关于使机器学习模型及其决策可解释的。

What's important is that it is robust to outliers and that the results are understandable and interpretable by human experts.
重要的是，它对异常值是健壮的，结果是可以理解的，并且可以被人类专家解释。

This paper summarizes our recent efforts to develop a more interpretable neural model for directly processing speech from the raw waveform.
本文总结了我们最近努力开发一种更可解释的神经模型，用于直接处理原始波形的语音。

Understanding the inner world Living through an event or feeling certain emotions does not necessarily make them easily interpretable.
通过活动来生活或感受到某种情绪并不一定会使他们很容易解释。

They use interpretable transformations and give you more intuition about how things work, which helps you understand what's going on in the model.
他们使用可解释的转换，让您更直观地了解事物的运作方式，这有助于您了解模型中正在发生的事情。

There is a branch of interpretability research that focuses on building inherently interpretable models that reflect how humans reason.
可解释性研究的一个分支，侧重于建立反映人类推理方式的固有可解释模型。

Sparse principal components yields a more parsimonious, interpretable representation, clearly emphasizing which of the original features contribute to the differences between samples.
稀疏的主成分产生更简洁、可解释的表达式，明确强调了样本之间的差异性来自哪些原始特征。

Peter Chen and colleagues introduce InfoGAN- an extension of GAN that learns disentangled and interpretable representations for images.
PeterChen和同事们引入了InfoGAN--一种可以学习图像的解开的和可解释的表征的GAN的扩展。

After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression.
在探索了可解释性的概念之后，您将学习简单的、可解释的模型，如决策树、决策规则和线性回归。

We discuss how graph networks can support relational reasoning and combinatorial generalization, laying the foundation for more sophisticated, interpretable, and flexible patterns of reasoning.
作者还讨论了图网络如何支持关系推理和组合泛化，为更复杂、可解释和灵活的推理模式打下基础。

Believe that it is important for the operation of AI systems to be understandable and interpretable by people, for purposes of explaining the technology.
我们认为，对于人工智能系统的操作来说，人们可以理解和解释它是很重要的，这是为了解释技术。