Sentence examples for performance of a random from inspiring English sources

As a reminder about reading AUC values from ROC curves: AUC = 0.5 is the performance of a random method.

The black line corresponds to the performance of a random classifier, which does not have any preferences in binary outcomes.

Reflections of sound from waveguide terminations can play a major role in the performance of a random noise active attenuator.

If a tag is never selected for annotation, then following [1, 26], the corresponding precision (that otherwise would be undefined) is set to the tag prior to the training set, which equals the performance of a random classifier.

The firm-level survey targeted all firms with over 300 employees and, after the performance of a random sampling, achieved a collection rate of 15.6%, with a total of 1683 firms.

At all but the lowest threshold, budgets required by traditional greedy in (G') to achieve full cascades are much higher than those required by modified greedy: the average performance of a random seed set in (G) (shown in red) is higher for each subplot than in Fig. 4.

In brief, AUC values were created by comparing model performance to a random model of associations between presence localities and environmental predicting factors [ 66].

The right plot shows the Set C, D, or E subsets of the global out-of-bag performance (blue) of a random forest model built on all of the data.

We used Breiman's method as described in [ 9] to calculate the average Strength (s), the average Correlation and c/s2 as performance measures of a random forest.

Further, as shown in Section 3, the performance of a pure random protocol on a single control channel is not affected by long propagation delays.

The finite element method is used to investigate the performance of a ferroelectric random access memory as a function of its geometry.