overfitted

[美國]/[ˈəʊvərˌfɪtɪd]/
[英國]/[ˈoʊvərˌfɪtɪd]/

中文釋義

adj. 過度調校到特定數據集,導致在未見數據上的泛化能力差。
v. 將模型過度調校到特定數據集。
v.(過去式)該模型被過度調校到特定數據集。

短語搭配

overfitted model

過擬合模型

be overfitted

會過擬合

severely overfitted

嚴重過擬合

easily overfitted

容易過擬合

例句

the model was severely overfitted to the training data.

該模型對訓練數據過度擬合。

we need to avoid being overfitted during the training process.

我們需要在訓練過程中避免過度擬合。

the data scientist suspected the neural network was overfitted.

數據科學家懷疑神經網絡過度擬合。

regularization techniques can help prevent overfitting.

正則化技術可以幫助防止過度擬合。

the validation set revealed the model was overfitted.

驗證集顯示模型過度擬合。

an overfitted model performs poorly on unseen data.

過度擬合的模型在未見數據上表現不佳。

we’re trying to reduce overfitting with dropout layers.

我們正在嘗試使用丟失層來減少過度擬合。

the algorithm became overfitted after too many epochs.

算法在經過太多時期後變得過度擬合。

cross-validation helps identify an overfitted model.

交叉驗證有助於識別過度擬合的模型。

the goal is to find a balance and avoid being overfitted.

目標是找到平衡並避免過度擬合。

it's crucial to check for overfitting during model development.

在模型開發過程中檢查過度擬合至關重要。

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