validation set

ˌvæləˈdeɪʃən sɛt
Translation Definition
NEW

Translation of validation set from English into Chinese

Noun

machine learning

TECH.
subset of data used to tune a predictive model during development
TECH.
验证集 校验集
  • The model performed best when the validation set was larger than the training set.当验证集比训练集更大时,该模型的表现最好。
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Synonyms and analogies of validation set in English

Examples of validation set in a sentence

  • Overfitting became obvious when accuracy on the validation set started to drop.

Translations of "validation set" in Context ordered by category and frequency

验证集 - yàn zhèng jí

Reserve a portion of training set as the validation set.

将训练数据的一部分划出来作为验证集。

The validation set consists of rows between the second and third cutpoints.

验证集包含第二个割点与第三个割点之间的行。

验证集中 - yàn zhèng jí zhōng

Apply the resulting prediction formula to the observations in the validation set.

将得到的预测公式应用到验证集中的观测。

For each observation in the validation set, compute the prediction error.

对于验证集中的每个观测,计算预测误差。

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validation set: Examples and translations in context

The validation set is used to help choose a model with good predictive ability.

验证集用于帮助选择具有良好预测能力的模型。

The validation set is the part that assesses or validates the predictive ability of the model.

验证 集是评估或验证模型的预测能力的部分。

For each validation set, average these squared differences and divide the result by a variance estimate for the response calculated as follows.

对于每个验证集,求这些差值平方的平均值并将结果除以按如下所示计算的响应的方差估计值。

The final solution is the one that minimizes the negative log-likelihood for the validation set.

最终解是将验证集的负对数似然最小化的解。

You can specify the proportion of the original data to use as the validation set (holdback).

您可以指定要用作验证集(保留)的数据占原始数据的比例。

Then it searches for the specified folder, detects its sub-folders named as known labels, and adds all images from these sub-folders to the validation set.

然后应用搜索特定目录,并从名称与已知标记相同的子目录将所有图像添加至验证集。

If a validation set is used, values are shown for both the training and the validation sets.

若使用验证集,则显示训练集和验证集的值。

Square and sum the differences between the actual responses in the validation set and their mean.

对验证集中的实际响应与它们的均值的差值求平方和。

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