model_selection

[US]//ˈmɒdəl sɪˈlɛkʃən//
[UK]//ˈmɑːdəl sɪˈlɛkʃən//

Translation

n. 在給定數據集上選擇不同機器學習模型或統計模型的過程,以找到最佳模型。

Example Sentences

the model selection process requires careful consideration of multiple factors.

模型選擇過程需要仔細考慮多個因素。

we use specific model selection criteria to evaluate different algorithms.

我們使用特定的模型選擇標準來評估不同的演算法。

the model selection method depends on the dataset characteristics.

模型選擇方法取決於數據集的特性。

automated model selection can save time in machine learning projects.

自動化模型選擇可以在機器學習專案中節省時間。

cross-validation is essential for effective model selection.

交叉驗證對於有效的模型選擇至關重要。

the model selection algorithm compares performance metrics.

模型選擇演算法會比較效能指標。

our framework includes a robust model selection procedure.

我們的框架包含一個穩健的模型選擇程序。

the model selection strategy should align with project goals.

模型選擇策略應與專案目標一致。

statistical tests inform the model selection technique.

統計檢驗會為模型選擇技術提供資訊。

the model selection approach varies by application domain.

模型選擇方法會根據應用領域而有所不同。

proper model selection criteria prevent overfitting.

適當的模型選擇標準可以防止過度擬合。

the model selection phase determines the best predictor.

模型選擇階段決定了最佳預測器。

machine learning practitioners rely on model selection best practices.

機器學習實踐者依賴模型選擇的最佳實踐。

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