The algorithm was implemented in the software POPS, and is described in more details in Appendix A. For each subset of covariates, we additionally computed a matrix of posterior predictive membership probabilities using a Monte Carlo method.
On the other hand, the increased expression of versican within peritumoral stromal matrix was predictive of relapse-free disease prognosis, in women with node-negative breast cancer.
Our study of local adaptation in R. leptorrhynchoides in relation to a number of predictive matrices and population characteristics has a number of implications for restoration genetics.
The predictive matrix of the contact map based approach only takes seconds to produce, and can easily handle genome scale predictions, similar to the MD based approach.
Hence, given a proper weight and an informative S matrix to form a T matrix, the predictive ability of BLUP|GA is promising by including this T matrix.
Higher baseline values of interleukin-6, C-reactive protein, and cartilage oligomeric matrix protein were predictive of greater risk of cartilage volume loss [ 33], but over time a reduction in matrix metalloproteinase (MMP -1 and MMP -1levels correlandd best with reduced cartilage volume loss and the effect of DMOAD treatment.
An ordinal mixed effects model provides convergent evidence for our hypothesis that each of predictors in the preference matrix is independently predictive of scene aesthetics.
The choice of predictive variables was made using a bivariate correlation matrix.
This paper shows the design of predictive controllers using the predictor, designed from the subspace matrices, obtained directly from the input/output data.
Three broad categories of predictive accuracy measures will be discussed: (1) concepts in describing predictive accuracy, including ROC, AUC and the confusion matrix (2) visualization of the distribution of prediction values, and (3) statistical tests.
