LOGISTIC回归 - 翻译成英语

• logistic regression

在 中文 中使用 Logistic回归 的示例及其翻译为 英语

研究人员使用条件Logistic回归分析来估计当前和以前使用抗癫痫药物的患者自杀死亡率（MRR）。
Conditional logistic regressions were used to estimate mortality rate ratios(MRR) of suicide in current versus previous users of antiepileptic drugs.

这种误解是由于大多数时候提到Logistic回归，人们就见到那条著名的S型曲线。
This confusion mainly arises because of looking at the famous S-shaped curve too many times in context of logistic regression.

其中第二项通过logistic回归估计，而且第一项可以仅用2353个有正捕捞量的拖网渔船来估计。
(10.54) The second term is estimated by the logistic regression, and the first term can be estimated using only the 2353 trawls with a positive catch.

如果我们在这个训练集上训练SVM或logistic回归模型，我们观察到两种可能的现象。
If we train an SVM or a logistic regression model on this training set, we observe two possible behaviours.

和所有回归分析一样，logistic回归是一种预测性分析。
As the other linear regression models, the logistic regression is a predictive analysis.

当我们考虑4.3.2节的logistic回归模型的时候，我们发现比较方便的做法是对目标变量进行操作。
When we considered the logistic regression model in Section 4.3.2, we found it convenient to work with target variable t∈{0.

注：此处可以很好地指出深度学习和更传统的算法（如logistic回归）之间的区别。
Note: This is a good place to point out the difference between deep learning and more traditional algorithms such as logistic regression.

ISL/）-这是一本很优秀的书，其中包含Logistic回归的基本假设及统计性质和数学的联系。
Introduction to Statistical Learning- This is an excellent book with a quality content on Logistic Regression's underlying assumptions, statistical nature and mathematical linkage.

我们也可以利用回归的思想应用到分类问题中，即logistic回归：.
We can then leverage regression for classification problems, via logistic regression.

它由k-NN、随机森林和朴素贝叶斯基础分类器组成，它的预测结果由作为元分类器的Logistic回归组合。
It consists of k-NN, Random Forest, and Naive Bayes base classifiers whose predictions are combined by Logistic Regression as a meta-classifier.

当类别数k=2时，softmax回归退化为logistic回归。
In the special case where K= 2, one can show that softmax regression reduces to logistic regression.

如果我们将它插入回之前的logistic回归函数中，我们得到：.
If we now insert this back into the logistic regression loss from before, we get.

线性回归预测是连续值（如厘米级的降雨量），logistic回归预测是使用了一种变换函数之后得到的离散值（如一位学生是否通过了考试）。
Linear regression predictions are continuous values(rainfall in cm), logistic regression predictions are discrete values(whether a student passed/failed) after applying a transformation function.

Logistic回归：即便名字中有着「回归」，但logistic回归实际上是一种可用于二分类和多分类问题的强大工具。
Logistic regression: Although it confusingly includes'regression' in the name, logistic regression is actually a powerful tool for two-class and multiclass classification.

在这篇博客中，作者将尝试解释如何构建一个基于Logistic回归分类器的序列分类器，即，使用一种有区别性的方法。
In this post I will try to explain how to build a sequence classifier based on a Logistic Regression classifier, i.e., using a discriminative approach.

Logistic回归的结果：.
Results of logistic regression.

什么是Logistic回归？?
What's logistic regression?

Matlab_回归分析第二讲之Logistic回归.
Abbott R: Logistic regression in survival analysis.

比如在贝叶斯logistic回归中.
In the bivariate logistic regression.

GDA和logistic回归的联系：.
PCA and Logistic regression.