Sentence examples for realize classification from inspiring English sources

In this paper, a novel method is introduced to realize classification of fault signal without extracting feature vector preliminarily.

On the basis of linear regression, we add a logic function to realize the multivariate logistic regression model design and adopt the following Formula (8) to realize classification of y = {0,1}.

Assume that the set of X is classified to many classes by membership function; each class is thought as a fuzzy subset of X; the classification matrix corresponding to each classification is a fuzzy matrix R. Cluster analysis is to use the similarity scale to measure the closeness degree between things and to realize classification.

To get the classification results of the small sample target objects at the output layer, in this paper, we add the regularized logistic regression model to realize classification in two kinds of image types and the Softmax regression model in the multiple kinds of image types behind the CNN model [18].

The number of images in each training cluster is varied from 5 to 30, and the realized classification rates are summarized in Fig. 18.

Firstly, the local features can be obtained through the non-transfer learning in the small sample target object images or transfer learning in the cross-domain database, and then, the global feature of the small sample target object can be obtained through the CNN model, as well as proposed to add the classification model to realize the classification of the target objects.

Finally, we adopted the logistic regression classifier or the Softmax regression classifier to realize the classification in the second category classification or multiple classifications to the target objects in the sky, such as UAV, birds, and kites.

Flow cytometry and fluorescence activated cell sorting techniques were designed to realize configurable classification and separation of target cells.

Besic et al. [11] used a semi-supervised approach to realize the classification of hydrometeors.

Data used to realize the classification are based on representative coefficients obtained from the PQ disturbances referred above.

Finally, the global feature is sent to the classifier to realize the classification of the small sample target object images.