cross-validation set
交叉验证集
perform cross-validation
执行交叉验证
cross-validation results
交叉验证结果
using cross-validation
使用交叉验证
cross-validation technique
交叉验证技术
with cross-validation
使用交叉验证
cross-validation error
交叉验证误差
doing cross-validation
进行交叉验证
cross-validation score
交叉验证得分
k-fold cross-validation
k折交叉验证
we used k-fold cross-validation to evaluate the model's performance.
我们使用k折交叉验证来评估模型的性能。
cross-validation helps prevent overfitting during model training.
交叉验证有助于在模型训练期间防止过拟合。
the results from cross-validation were highly consistent across different folds.
来自交叉验证的结果在不同的折叠中高度一致。
we performed stratified cross-validation to maintain class proportions.
我们进行了分层交叉验证以保持类别比例。
cross-validation provides a more reliable estimate of generalization error.
交叉验证提供了一个更可靠的泛化误差估计。
leave-one-out cross-validation is useful for small datasets.
留一法交叉验证对于小型数据集很有用。
we compared several algorithms using cross-validation as the evaluation metric.
我们使用交叉验证作为评估指标来比较几种算法。
cross-validation is a crucial step in machine learning model selection.
交叉验证是机器学习模型选择中的关键步骤。
the cross-validation score was significantly higher than the baseline model.
交叉验证得分明显高于基线模型。
we implemented nested cross-validation for robust hyperparameter tuning.
我们实施了嵌套交叉验证以进行稳健的超参数调整。
time-series data requires special considerations when using cross-validation.
使用交叉验证时，时间序列数据需要特别的考虑。
cross-validation set
交叉验证集
perform cross-validation
执行交叉验证
cross-validation results
交叉验证结果
using cross-validation
使用交叉验证
cross-validation technique
交叉验证技术
with cross-validation
使用交叉验证
cross-validation error
交叉验证误差
doing cross-validation
进行交叉验证
cross-validation score
交叉验证得分
k-fold cross-validation
k折交叉验证
we used k-fold cross-validation to evaluate the model's performance.
我们使用k折交叉验证来评估模型的性能。
cross-validation helps prevent overfitting during model training.
交叉验证有助于在模型训练期间防止过拟合。
the results from cross-validation were highly consistent across different folds.
来自交叉验证的结果在不同的折叠中高度一致。
we performed stratified cross-validation to maintain class proportions.
我们进行了分层交叉验证以保持类别比例。
cross-validation provides a more reliable estimate of generalization error.
交叉验证提供了一个更可靠的泛化误差估计。
leave-one-out cross-validation is useful for small datasets.
留一法交叉验证对于小型数据集很有用。
we compared several algorithms using cross-validation as the evaluation metric.
我们使用交叉验证作为评估指标来比较几种算法。
cross-validation is a crucial step in machine learning model selection.
交叉验证是机器学习模型选择中的关键步骤。
the cross-validation score was significantly higher than the baseline model.
交叉验证得分明显高于基线模型。
we implemented nested cross-validation for robust hyperparameter tuning.
我们实施了嵌套交叉验证以进行稳健的超参数调整。
time-series data requires special considerations when using cross-validation.
使用交叉验证时，时间序列数据需要特别的考虑。
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