Sentence examples for each class given from inspiring English sources

It is constructed using the training data to estimate the probability of each class given the feature vectors of a new instance.

For the Random Forest algorithm, these probabilities are computed using the frequencies of each class, given a new driving pattern, among the large number of generated trees.

(22) The pest population is divided into egg, susceptible, and infective classes, with the size of each class given by (x_{1}(t)), (x_{2}(t)), and (y(t)), respectively.

4. Those elements of x corresponding to output variables have the probability that the tumour belongs to each class, given the evidence.

Using KNN, we estimate directly at each observation the posterior probability of each class, given the observed predictor (gene expression), as the proportion of that class among the k nearest "neighbors" of the target observation.

A subject's glycemic control status was assessed by the likelihood of being in each glycemic control class or, specifically, by the propensity score (or posterior probability) of being in each class given the subject's observed HbA1c measures, covariates, and the LGMM analysis result.

Each of the five companies in each class gives up "around 8%" of their equity for the investments and space.

Each of the companies in each class gives up around 8% of the company for the package deal.

There will be a maximum of 10 participants in each class, giving a ratio of at most 1 5 instructor: patient ratio.

For some sequence of observations, each expert calculates the posterior probability of each phonetic class given the observation and its model.

The neural networks are used to estimate the posterior probabilities of each phonetic class given a number of feature vectors in time [21].