high-dimensional space
高維空間
high-dimensional data
高維數據
high-dimensional analysis
高維分析
high-dimensional model
高維模型
high-dimensional feature
高維特徵
be high-dimensional
是高維的
high-dimensional embedding
高維嵌入
high-dimensional representation
高維表示
high-dimensional manifold
高維流形
high-dimensional projection
高維投影
the algorithm struggles with high-dimensional data due to the curse of dimensionality.
由於維度災難，該演算法在處理高維數據時會遇到困難。
feature selection aims to reduce the dimensionality of the dataset.
特徵選擇旨在降低數據集的維度。
we used pca to project the high-dimensional data into a lower-dimensional space.
我們使用PCA將高維數據投射到一個低維空間中。
high-dimensional spaces are common in image and text analysis.
高維空間在圖像和文本分析中很常見。
the model's performance degraded significantly in high-dimensional feature space.
模型在高維特徵空間中的表現顯著下降。
regularization techniques help prevent overfitting in high-dimensional models.
正則化技術有助於防止高維模型過擬合。
visualizing high-dimensional data is challenging but crucial for understanding patterns.
可視化高維數據具有挑戰性，但對於理解模式至關重要。
the dataset contained a large number of high-dimensional features.
數據集包含大量高維特徵。
we employed dimensionality reduction to simplify the high-dimensional representation.
我們採用了維度降低的方法來簡化高維表示。
sparse representations are often used to handle high-dimensional data efficiently.
稀疏表示通常用於高效處理高維數據。
the goal was to find a compact representation in a lower-dimensional space.
目標是找到低維空間中的緊湊表示。
high-dimensional space
高維空間
high-dimensional data
高維數據
high-dimensional analysis
高維分析
high-dimensional model
高維模型
high-dimensional feature
高維特徵
be high-dimensional
是高維的
high-dimensional embedding
高維嵌入
high-dimensional representation
高維表示
high-dimensional manifold
高維流形
high-dimensional projection
高維投影
the algorithm struggles with high-dimensional data due to the curse of dimensionality.
由於維度災難，該演算法在處理高維數據時會遇到困難。
feature selection aims to reduce the dimensionality of the dataset.
特徵選擇旨在降低數據集的維度。
we used pca to project the high-dimensional data into a lower-dimensional space.
我們使用PCA將高維數據投射到一個低維空間中。
high-dimensional spaces are common in image and text analysis.
高維空間在圖像和文本分析中很常見。
the model's performance degraded significantly in high-dimensional feature space.
模型在高維特徵空間中的表現顯著下降。
regularization techniques help prevent overfitting in high-dimensional models.
正則化技術有助於防止高維模型過擬合。
visualizing high-dimensional data is challenging but crucial for understanding patterns.
可視化高維數據具有挑戰性，但對於理解模式至關重要。
the dataset contained a large number of high-dimensional features.
數據集包含大量高維特徵。
we employed dimensionality reduction to simplify the high-dimensional representation.
我們採用了維度降低的方法來簡化高維表示。
sparse representations are often used to handle high-dimensional data efficiently.
稀疏表示通常用於高效處理高維數據。
the goal was to find a compact representation in a lower-dimensional space.
目標是找到低維空間中的緊湊表示。
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