Sentence examples for both classes of samples from inspiring English sources

The median survival time of 3 years was chosen as cut-off to balance both classes of samples.

In all the datasets we have two classes: both classes of samples have the same species composition but different relative abundances.

Both classes of algorithms need relatively complex sampling procedures based on the use of Gibbs sampling [ 23].

The combination of both classes of data for the same sample cohort might provide better criteria for identifying relevant factors involved in neoplasia.

Unlike PCA, OPLS-DA can identify sets of metabolites that best distinguish between predefined classes of samples.

The OAO method is to design a classifier between any two classes of samples, so k k − 1)/2 classifiers need to be designed for samples of k classes.

The most important feature of the proposed approach is that, due to the probabilistic properties of the nonlinear transformation applied, the safe and failure classes of samples are clearly distinguishable and occupy a standard position in a plot.

To estimate significant features, i.e., peaks differentiating the studied classes of samples (green and fermented rooibos plant material), we propose the application of rPLR (robust pair-wise log-ratios) as proposed by Walach et al. [2].

Orthogonal partial least square discriminant analysis (OPLS-DA), a supervised multivariate regression technique, was performed to identify components that best differentiate between predefined classes of samples while dissecting orthogonal components which do not differentiate between these classes.

This indicates the ability of the gene markers to distinguish the different classes of samples in the datasets.

Hence this bias is very useful in distinguishing the genes that are expressed differently in the two classes of samples.