Sentence examples for multivariate classification analysis from inspiring English sources

Although the same manipulation of temporal structure elicited brain activation level differences of similar magnitude for both music and speech stimuli, multivariate classification analysis revealed distinct spatial patterns of brain responses in the 2 domains.

Via RF on set 1, 13 markers as Table 3 were selected for multivariate classification analysis.

A total of 13 ranked markers were selected for multivariate classification analysis.

A multivariate classification analysis revealed a statistically significant group separation between PCA and tAD patients, with 72.7% accuracy (P <.01).

To identify biomarkers that distinguished sera from patients with gastric adenocarcinoma from control sera, multivariate classification analysis with RF, and SVM was performed on the training set.

In order to find classifiers that distinguish breast cancer patients from healthy people, multivariate classification analysis was performed using RF, SVM and LDA.

For analysis of risk factors, beside univariate analysis, multivariate classification tree analysis statistical method was used.

Multivariate pattern classification analysis.

This study was designed to replicate and extend psychophysiological research, which has used multivariate pattern classification analysis (PCA) in support of ANS specificity.

A multivariate pattern classification analysis was performed on raw BOLD signal values.

To test this strong prediction, we conducted a multivariate pattern classification analysis using a leave-one-subject-out cross-validation scheme.