Sentence examples for label of the data from inspiring English sources

This method searches for the optimal hyper-plane separating the training set according to the label of the data (synaptic or not synaptic, in our case).

Such outliers usually result from mistakes during labeling of the data points (e.g. misjudgment of a specialist) or from typing errors during creation of data files (e.g. by striking an incorrect key on a keyboard).

The third and fourth items represent the regression model, the goal being to learn the projection for fitting the labels of the data samples and classifying new data points.

Statistical significance of each NES is determined by comparing that NES to the distribution of ESs generated by randomly permutating the genotype class labels of the data set.

The addition of such term is to preserve the geometric structure and label consistency of the data.

It is unsupervised, since it need not the label information of the data sets.

The label of the training data that yields the highest similarity score is the label of the test data.

The NTI and the corresponding p-value are computed for each label of the secondary data.

One hopes then to find a matrix factorization which uncovers the network structure and simultaneously respects the label information of the labeled data.

In this part of the analysis, we simulate non-informative gene expression data sets by permuting the class labels of the two data sets described above, thus mimicking non-informative microarray data with a realistic correlation structure.

On the other hand, unsupervised classification does not require the labelling of the training data, therefore this classification is really only clustering the input data without identifying what each cluster represents.