Sentence examples for instances of each class from inspiring English sources

The instances of each class and the attribute values of those instances are chosen to fulfill the project test objectives.

This measure computes the overlap of the tails of distributions defined by the instances of each class.

Further work will explore the potential of these models for object class recognition and fine-grained recognition, using multiple instances of each class and thus the extension to a larger data set.

In any implementation of the model, there can be multiple instances of each class of stock.

Every training sub-sample has equal number of instances of each class.

Table 3 shows the details of the selected datasets, including the number of examples (#Ex)., number of attributes (#Atts)., class name of each class (Class (maj;min)), number of instances for each class (#Class (maj; min)), class distribution (%Class (maj; min)) and imbalance ratio (IR).

The work described in this paper supports a broader goal related to the identification of representative instances for each class in the absence of previous descriptions of some or all the classes, in order to get a classification model that is able to fully recognize the target concept, including all the classes to learn no matter how frequent or rare they are.

IN this step, the algorithm receives as input just a small sample of ranked data, wherein at least one instance of each class needs to be provided.

If the given set of network classes is composed by network models, we generate a certain amount of network instances for each class.

Next, the regression residual of this instance to each class is computed, and finally this instance is assigned to the class with the minimum residual.

We used 20 action instances of each action class in the subset, and divided it into two groups: ten for learning and ten for testing.