Sentence examples for matrices for class from inspiring English sources

In our study, we adopted ten matrices for class level and ten at landscape level analysis that was also used by previous studies (Li et al. 2001; Herold et al. 2003).

This is done during the matching by rotation process which is performed to derive the transformation matrices for the class groupings.

We then use these distributions to classify the Pfam alignment columns, and use this classification to estimate the amino acid and codon substitution rate matrices for each class.

The CSP decomposition can be thought of as a coupled decomposition of 2 matrices (for 2 classes) similar to a principal components analysis yielding eigenvectors and eigenvalues.

This correspondence was supported by statistical comparison of the two distance matrices for PN classes in the LH and MB calyx.

There is a significant improvement in the classes with more data using one U matrix for each class because the CLLRT removes the information of the target class in the denominator as we pointed out in the 'Scoring' section.

The table clearly shows less confusion between classes using one U matrix for each class.

Given the confusion matrix A and classes C, we can derive one-versus-all confusion matrix for each class; then the generalized precision and recall criteria formulas for each class are defined as follows: (4) Precision i = T P i T P i + F P i,     Recall i = T P i T P i + F N i.

Thus, the trace of the covariance matrix for each class is the mean Euclidean distance between samples to the class center, which reflects intra-class spread.

We incorporate some basic statistics: and, where T= B+ W. We can further define covariance matrix S c for class c, and total covariance matrices S and S T, and.

The matrix entry for classes X and Y gives the average contact time between any two members of those respective classes.