Sentence examples for a test instance from inspiring English sources

Suppose a test instance y will be classified.

A test instance is run on all the decision trees grown in the forest.

The testing phase classifies a test instance as normal or anomalous, using the classifier.

There is a test instance (white color) that will be classified.

A dynamic ensemble includes a dynamic selection module for choosing the best ensemble given a test instance.

A test instance is considered anomalous if it is not classified as normal by any of the classifiers.

The ensemble classifier predicts a class for a testing instance which is predicted by the majority of base classifiers.

Discriminant value for a testing instance x given by a trained classifier is: f(x) = ∑ i α i y iK x,x i) + b.

Figure 1 shows an illustrative data set in which there are two classes (black and gray circles) and a new test instance to be classified (a white circle).

Hence, in addition to training a temporal relation classifier, we manually design a set of rules in which each rule returns a temporal relation type for a given test instance.

A graphical representation of the expected accident influence as an average over all links within a single test instance appears in Fig. 2. The morning and evening rush hour clearly arise; the higher traffic densities during these periods imply a higher likelihood of traffic accidents.