Sentence examples for of binary class from inspiring English sources

These are standard datasets used in literature which have varying levels of binary class imbalance.

This activity spectrum can be modeled using (ensembles of) binary class estimators, for instance by combining multiple binary class RF models (Fig. 1).

Our dataset is of binary class.

Moreover, MultiDA provides analysis for the special setting of binary class data, where it greatly detects discriminative factors in the integrative genomic model.

In our study, we apply linear classifiers on this high-dimensional classification problem, and apply the one-versus-the-rest (Bishop et al., 2006) method to convert the multiclass classification problem into a series of binary class problems.

To achieve this, let x k = x 1 k, x 2 k,..., x n + m k be a vector of binary class labels (i.e. taking the value zero or one) defined on all genes, where x i k = 1 represents gene g i being a disease gene of d k, and x i k = 0 otherwise.

First, they used the One-vs.-All (OVA) binarization technique [61] for decomposing original dataset into subsets of binary classes.

The classification problem of multiple classes is generally more difficult as compared to the classification of binary classes (Ding and Peng, 2005; Li et al., 2004).

First, the wealth of methods for binary class prediction may be utilised.

Fourth, extensions of binary-class AdaBoost to multiclass AdaBoost are described.

The expectation of the binary class variable is assumed to be a linear combination of a given set of gene-covariates.