Sentence examples for class of the sample from inspiring English sources

In the Leave-one-out cross-validation KNNxVal models, 43 models were generated using 42 samples to predict the class of the sample that was left out.

The predicted class of y is the class of the sample in the training set that is closest to y with regard to the distance function d.

Every classification tree in the forest casts an unweighted vote for the sample after which the majority vote determines the class of the sample.

In the classification step of the single-gene approach, a classifier is built which takes the expression values of these informative genes as the input, and outputs the predicted class of the sample.

After that, calculating the hamming approach degree between the undetermined samples and 9 cluster centers, which is to determine the class of the samples.

Subsequently, an LS-SVM with linear kernel was trained using the reduced pilot data and applied to predict the class of the samples in the independent data set.

The schools and classes of the sample were selected randomly.

The proposed solution in such scenarios is to reduce the sample size of all the classes to the sample number of the smallest classes.

In contrast, k NN works by computing the k nearest neighbors to the input sample based on a distance metric (by default, Euclidean) and using a majority vote among the neighbors to determine the class label of the sample.

When growing the tree, we used priors estimated by the class proportions of the sample and equal misclassification costs for CIS and CDMS.

Y(i )∈{0,1} denotes the class label of the sample being either "state I" (Y(i )=0) or "transition into II" (Y(i )=1).