交叉验证 - 翻译成英语

• cross-validation
• cross validation

在 中文 中使用 交叉验证 的示例及其翻译为 英语

手动检查交叉验证集中的示例中的错误，并试图指出大多数错误产生趋势。
Manually examine the errors on examples in the cross validation set and try to spot a trend where most of the errors were made.

从这一角度出发，有人进一步指出，交叉验证基本上可提供四种不同程度的可信度。
From that perspective, it was further stated that cross-certification could basically provide four different levels of trustworthiness.

这就是为什么客户交叉验证我们的工作，让我们保持警惕！!
And this is why cross verification of our work by the clients, keeps us on our toes!

这个类可以用来交叉验证以固定时间间隔观察到的时间序列数据样本。
This class can be used to cross-validate time series data samples that are observed at fixed time intervals.

其中一个修改是交叉验证特性，它提供了使用多个度量的能力。
One modification is the cross-validation feature which provides the ability to use more than one metric.

LeaveOneGroupOut是交叉验证方案，其根据第三方提供的整数组数组来保存样本。
LeaveOneGroupOut is a cross-validation scheme which holds out the samples according to a third-party provided array of integer groups.

当然，对于现实世界的问题，它通常被交叉验证和正则化算法取代，如Lasso回归或Ridge回归。
Of course, for real world problems, it is usually replaced by cross-validated and regularized algorithms, such as Lasso regression or Ridge regression.

LeaveOneGroupOut是一个交叉验证方案，它根据第三方提供的arrayofintegergroups（整数组的数组）来提供样本。
LeaveOneGroupOut is a cross-validation scheme which holds out the samples according to a third-party provided array of integer groups.

Cv-确定交叉验证分割策略（我们马上会讨论这个内容）；.
Cv- determines the cross-validation splitting strategy(we will discuss this immediately);

训练模型的AUROC分数为0.93，交叉验证中的平均正确率（AveragePrecision）为0.69。
The trained model achieves an AUROC score of 0.93 and an Average Precision score of 0.69 on cross validation.

交叉验证已经被修改，提供了使用多个度量的能力。
The cross-validation has been modified, providing an ability to use more than one metric.

嵌套交叉验证(Nestedcross-validation,在里层做特征选择，然后在外层运行整个交叉验证方法).
Nested cross-validation(do feature selection on one level, then run entire method in cross-validation on outer level).

分类准确性是83.5%，保持一致通过交叉验证技术获得的精度。
The classification accuracy is 83.5%, which keeps consistent with the accuracy obtained by the cross-validation technique.

APipeline使得编写估计器更容易，在交叉验证下提供此行为：.
A Pipeline makes it easier to compose estimators, providing this behavior under cross-validation.

该对象的工作方式与GridSearchCV相同，只是它默认为GeneralizedCross-Validation(通用交叉验证)（GCV），这是一种有效的留一交叉验证法：.
The object works in the same way as GridSearchCV except that it defaults to Generalized Cross-Validation(GCV), an efficient form of leave-one-out cross-validation.

在另一种情况下，例如，训练集错误很低，但交叉验证设置错误很高：E_train很低，E_cv很高。
In another case, say, your training set error is low but your cross-validation set error is high: E_train is low and E_cv is high.

KNN交叉验证.
The Cross- Validation.

这种做法与交叉验证类似。
This is similar to cross-examination.

交叉验证是评估预测模型最好的方法。
Cross-validation is the best way to evaluate models used for prediction.

我们一般采用交叉验证的方式选取K值。
We usually choose k via cross-validation.