Sentence examples for the data dimension from inspiring English sources

Whereas the DKM has a constant computation time independent of the data dimension, it increases with the data dimension for the proposed algorithms.

This method preserves the polarimetric information and reduces the data dimension.

Fig. 5 Error rate as a function of the data dimension.

The core idea of using GA was to simultaneously reduce the data dimension and optimize the classifier performance.

From PCA, five major principal components were extracted which perfectly reduced the data dimension and indicated possible anthropogenic sources.

Second, the dictionary size cannot be bigger than the data dimension because the eigenvectors are assumed to be orthogonal.

Common approaches are to employ feature selection or extraction to reduce the data dimensions.

At first, the mean of the dataset is calculated and subtracted from each of the data dimensions.

Following the analysis, a feature extraction technique, such as PCA and Fisher linear discriminant analysis (FLDA), is then normally used in order to reduce the data dimensions for defect classification purposes.

Combinatorial traits can increase the data dimensions beyond the computational capabilities of the current tools.

In this case, if two classes are used for calculating the projection matrix, and regardless of the height of the original data dimension, the calculated reduced dimension can only be 1.