Sentence examples similar to dimensional of data from inspiring English sources
SVM is a classification technique that employs a nonlinear mapping to convert the original data into higher-dimensional of data, in order to find a hyperplane that optimally separates the training tuples based on their classes [12].
BiFold provides a low dimensional embedding of data that represents similarity by visual nearness, analogous to Multidimensional Scaling (MDS).
Nonnegative Matrix Factorization (NMF) is a matrix factorization technique for discovering low dimensional representations of data [ 16, 17].
For this, a high dimensional space of data points (genes, tissues) is constructed, such that the dimensions capture the variance explained by the given data in increasing order.
Digital systems, which process pixels one at a time, have to translate the two-dimensional image into a one-dimensional stream of data.
Technically, when we rely on the thickness of the RNFL at the optic disc to predict VF sensitivities, a 1-dimensional set of data is used to predict a 2-dimensional one.
Spreadsheet, computer program that represents information in a two-dimensional grid of data, along with formulas that relate the data.
Tensors are multi-dimensional representations of data elements with at least one extra dimension as compared to matrices.
Bahram Javidi of the University of Connecticut and colleagues have developed a way to encrypt 2-dimensional arrays of data, such as pictures, using keys that contain phase information.
Furthermore, both MPCA and LDA are subspace projection methods that calculate low-dimensional projections of data samples onto these trained subspaces.
