Sentence examples for maximizes the variance from inspiring English sources

This method maximizes the variance between classes and reduces the variance within classes.

In other words, the PCA maximizes the variance of the variables measured, explained by the factors.

Therefore, a five-fold classification scheme was followed based on natural break classifier option in GIS, which maximizes the variance between the susceptibility classes and represents a clear trend of class index value distribution.

The second corresponds to the second largest eigenvalue and points in the direction that maximizes the variance and is orthogonal to the first principal component, and so on for the remaining principal components.

The first principal component of a data matrix points in the direction that maximizes the variance of the descriptors and corresponds to the largest eigenvalue of the covariance matrix.

Chemometric analysis reduces the dimensionality of the dataset, maximizes the variance among spectral fingerprints, and provides a measure of the reproducibility and sensitivity of the spectroscopic method.

The method seeks to reduce the variance within classes and maximize the variance between classes (Jenks 1967).

Their goal is to minimize the number of hosts by maximizing the variance of resource capacity residuals.

It involves a calculation of a covariance matrix of the dataset to minimize the redundancy and maximize the variance.

CSP attempts to strengthen the separability by maximizing the variance of the spatially filtered signal of one class while minimizing it for another class.

The optimal threshold calculated using Otsu's algorithm is known to maximize the variance between the two classes of data, namely, the signal and the noise classes.