Sentence examples for estimates class from inspiring English sources

The algorithm works in a way that it conducts backfitting, which means that it estimates class probabilities based on a hold-out set.

The proposed method estimates class labels, i.e., prediction error degrees at each area p, from the features obtained as described in the previous subsection.

About one-fifth of the variance among scores is attributable to the hierarchical nature of the data, in other words, the fact that students were nested in classes (variance estimates: class level = 81.90, residual = 408.19).

It is known that the parameter estimates, class sizes, and interpretation of latent classes could be heavily influenced by the within-class distribution of longitudinal data [ 16].

Hard classifiers directly target the classification decision boundary without producing the probability estimation, whereas soft classifiers allow estimating class conditional probabilities and then performing classification based on the estimated probabilities.

Pixel counting is probably the most popular way to estimate class areas from satellite-derived maps.

These regression techniques estimate class probabilities asymptotically correctly when the sample size tends to infinity.

There are techniques to convert uncalibrated scores into estimated class probabilities [19 21].

LIBSVM uses the method in [21] to estimate class probability for classification problem.

The better it is approximated, the larger will be the utility of the estimated class probabilities as a confidence measure.

We estimate class size effect only for those enrollment levels where some schools decide to add a new class and thus dramatically lower class sizes.