Sentence examples for distribution of instance from inspiring English sources

The standard deviation represents the degree of variation in the distribution of instance sizes demanded by user i.

The deterministic construction of folds is performed using unsupervised stratification by exploiting the distribution of instances in the instance space.

Here we show that by using the right distribution of instances, and appropriate parameter values, it is possible to generate random formulas that are hard, that is, for which satisfiability testing is quite difficult.

The distribution of instances across classes is nearly balanced (cf. Table 1).

However, in practice, such a hyperplane may not be found because of the specific distribution of instances in the data.

This becomes obvious looking at the resulting distribution of instances in the valence-arousal plane by the rounded median ground truth for the original five classes per dimension as provided in Figure 5.

In practical applications, the decision threshold adjustment function should be subtly designed by considering real distribution of instances.

By Equation 1, each feature's predictive power is recorded as a distribution of instances, i.e. the clear-discerned instances and the blur-discerned instances.

The distributions of instances per partition are displayed in Figure 7 following the three degrees per dimension.

The predictions of every subclassifier in the ensemble on a test instance are combined via averaging, and the resulting probabilities represent the final class distribution of the instance.

Step 1: Calculate the conditional probability distribution of each instance associated to each label; Step 2: Calculate the distance between the xi test instance and the training instances; then find k nearest instances for xi.