What is the translation of " CONDITIONAL INDEPENDENCE " in Chinese?

• 条件独立

Examples of using Conditional independence in English and their translations into Chinese

Conditional Independence Assumption.
条件独立性假设.

Implications of conditional independence assumption:.
由条件独立性假设：.

Put another way, the structure of space is an instance of conditional independence.
换句话说，空间结构是条件独立性的一个实例。

Under the conditional independence assumption:.
条件独立性假设是：.

This assumption is called class conditional independence.
该假定称作类条件独立。

Under the conditional independence assumption:.
由条件独立性假设：.

Given this restriction, we can make a precise relationship between factorization and conditional independence.
给定这个限制，我们可以给出分解和条件独立之间的精确关系。

Under the conditional independence assumption:.
根据条件独立性假设有：.

It should be emphasized that the factorization in(c) does not correspond to any conditional independence properties.
应该强调的是，(c)中的分解不对应于任何条件独立性质。

The formal definition of conditional independence is based on the idea of conditional distributions.
条件独立的正式定义是基于条件分布的想法。

These are nodes that have‘head-to-head' paths encountered in our discussion of conditional independence.
这些结点是我们在讨论条件独立性时遇到的“头到头”路径的结点。

This corresponds to a strong conditional independence assumption.
这对应于强条件独立性假设。

To put this as a conditional independence statement, we would say-“If Intelligence is observed, then SAT and Grade are independent.”.
要将其用条件独立的方式陈述，可以说--”如果已观察到Intelligence，那么SAT和.

For now, let's look at an application of Bayesian networks, where we can use the idea of conditional independence we just learned.
现在让我们看看贝叶斯网络的应用，我们可以在其中用到我们刚学习到的条件独立思想。

Whenever the assumption of conditional independence is satisfied, the naive Bayes classification is identical to the MAP classification.
只要所需的条件独立性能够被满足，朴素贝叶斯分类vNB等于MAP分类。

Because these statements capture an independence between two nodes subject to a condition, they are called conditional independences.
因为这些陈述都表达了在一定条件下两个节点之间的独立性，所以被称为条件独立。

In particular, the causal diagram implies certain conditional independence or dependence relationships between sets of variables.
尤其是，因果图暗示了变量集合之间的某些条件独立或依赖关系。

The conditional independence assumption of this model is clearly a strong one that may lead to rather poor representations of the class-conditional densities.
这个模型中的条件独立性假设显然过于强烈，可能会导致对类条件概率密度的表示相当差。

The first national flag of modern Egypt was established by a Royal Decree in 1923 when Egypt gained conditional independence from Great Britain in 1922.
现代埃及的第一面国旗是在1922年埃及从英国取回独立权后在1923年由皇家法令设立的。

To put this as a conditional independence statement, we would say-“If Intelligence is observed, then SAT and Grade are independent.”.
要将其用条件独立的方式陈述，可以说--「如果已观察到Intelligence，那么SAT和Grade是独立的。

It often happens that, even after we take all conditional independences into account, some nodes in a Bayesian network still have too many parents.
这样的事情经常发生：即使我们将所有条件独立性都考虑进来，贝叶斯网络中的一些节点仍有太多的父节点。

Conditional Independence An important concept for probability distributions over multiple variables is that of conditional independence(Dawid, 1980).
多变量概率分布的一个重要概念是条件独立（conditionalindependence）（Dawid,1980）。

Independence can be seen as a special kind of conditional independence, since probability can be seen as a kind of conditional probability given no events.
独立性可以视为条件独立的一个特例，因为概率可以视为不给定任何事件的条件概率。

Now the“naïve” conditional independence assumptions come into play: assume that each feature Fi is conditionally independent of every other feature Fj for j≠i.
现在“朴素”的条件独立假设开始发挥作用:假设每个特征Fi{displaystyleF_{i}}对于其他特征Fj{displaystyleF_{j}},j≠i{displaystylejneqi}是条件独立的。

Independence can be considered a special sort of conditional independence, since probability can be viewed as a sort of conditional probability given no events.
独立性可以视为条件独立的一个特例，因为概率可以视为不给定任何事件的条件概率。

We end our discussion of conditional independence properties by exploring the concept of a Markov blanket or Markov boundary.
最后，我们通过研究马尔科夫毯（Markovblanket）或者马尔科夫边界（Markovboundary）的概念来结束我们关于条件独立性的讨论。

Strengths: Even though the conditional independence assumption rarely holds true, NB models actually perform surprisingly well in practice, especially for how simple they are.
优点：即使条件独立性假设很少成立，但朴素贝叶斯模型在实践中表现得非常出色，特别是它十分简单。

Referring to suggestions of conditional independence that had been made by some think tanks over the past year, they called for Kosovo to be given immediate independence but to remain an international protectorate.
提到一些智囊团在过去一年内提出的有条件独立的建议，他们要求让科索沃立即独立，并维持国际被保护国地位。

Generally, the conditional logit analysis assumes independence of irrelevant alternatives(IIA).
这通常被称为对无关选择的非依赖性(independenceofirrelevantalternatives,IIA)。

This means that under the above independence assumptions, the conditional distribution over the class variable C{\displaystyle C} is:.
这意味着上述假设下，类变量C{\displaystyleC}的条件分布可以表达为：.