Sentence examples for of reducing dimension from inspiring English sources

Based on this, using the methods of principal component analysis (short for PCA) and kernel principal component analysis (short for KPCA) to extract the feature from the fault features of shortlisted 16-dimensional data feature, then the effect of reducing dimension analysis are compared.

PCA is a powerful tool capable of reducing dimensions and revealing relationships among data items.

WSD method with a solution space of reduced dimension.

WSRD method with a solution space of reduced dimension.

Kuroda's method with a solution space of reduced dimension.

For some of our analyses it was desirable to use a model of reduced dimension.

The aim of feature selection is to reduce dimension of the lip image diagnosis of TCM and to find the most related symptom subsets.

Specifically, we first apply principal component analysis (PCA) to an unfolded feature vector of GEI to reduce dimension and subsequently apply LDA to get discriminant features.

The aim of symptom feature selection is to reduce dimension of the symptoms in inquiry diagnosis for CHD, and to find the most related symptom subsets.

Therefore, instead of compressing whole feature dimensions altogether, reducing dimension of Fisher Vectors and VLAD by selecting useful dimensions deserves to be investigated.

b The SVM classification of polarimetric parameters after reducing dimension.