Sentence examples for estimated class from inspiring English sources

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

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

The feedback to the perceptron weights (cf. Equation (3)) is conditional on the binary values of the given and estimated class labels y and (hat{y}), respectively.

As introduced in Section 3, our goal is to classify image regions based on the estimated class likelihood ratio of their corresponding patches, as described in (1).

4 In the training phase (input (T=1)) the estimated class label (hat{y}) is compared with the true class label (input Y) and based on the outcome, feedback is applied to modify the weights ({w_{j}}).

A subset of the mixture components is then selected based on their estimated class likelihood ratio or mutual information, which are then used to classify new regions based on their local descriptors.

Based on the estimated class-specific parameters (Table 5, Figures 2 and 3), this assumption was well satisfied in both studies.

With LCA, we obtain the probabilities of belonging to each of the estimated classes as well as the conditional probability of reporting a specific type of barrier given membership in a latent class.

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.