Sentence examples for maximum classification confidence from inspiring English sources

In such a way, for a m-class classification, each class will be deemed as the target class, one by one, to produce m confidence scores; thus the image will be assigned to the class giving the maximum classification confidence score.

The class value of an instance is determined based on the classifier with the maximum classification confidence, where the classification value of an instance is its signed distance from the SVM hyperplane.

This definition of the ensemble margin does not consider the classification confidence of base classifiers.

The experimental results also show the effectiveness of weighted voting with classification confidence.

Best results are obtained with top-down mechanisms that equate saliency to classification confidence.

The shape and the eccentricity of fractures and vugs as the SVM training eigenvectors can effectively distinguish fractures from vugs with high classification confidence.

(d) Subgroup classification from MS-MIMIC showed total concordance with the reference subgroup (from 450k and GoldenGate DNA methylation arrays and CTNNB1 mutation status) after applying a classification confidence probability threshold (NC –non classifiable).

First, we extend the definition of ensemble margin based on the classification confidence of the base classifiers.

For pixel-level training, we select samples from the superpixels based on their classification confidence values.

Section 2 introduces the flow of the proposed fusion strategy, the definition of classification confidence and classification weight in each level.

Several strategies are tried to utilize the classification confidences and the weights.