Sentence examples for diversity and accuracy from inspiring English sources

Especially ensemble learning classifier like Rotation Forest, in combination with diverse modifications by our own to guarantee diversity and accuracy, achieves the best performance in all cases.

The adaptation strategy is based on a novel population diversity measure with the purpose of appropriately controlling the trade-off between the diversity and accuracy in the ensemble.

Thus, an acceptable trade-off between diversity and accuracy can be maintained simultaneously.

Towards this, we are constantly adding new articles with the objective of improving and maintaining the diversity and accuracy of data in EssOilDB.

Future identification of minus NESs will also increase the size, diversity, and accuracy of experimental NES databases, which are the training/testing data sets for the development of our next generation NES predictors.

To find the most promising transformation method and preserve both diversity and accuracy of the base classifiers, we conduct experiments with two well-known transforms, that is, PCA and ICA.

In [17], the authors analyze the tradeoff between multiuser diversity and the accuracy of quantized channel information at the BS.

To our knowledge, this model is the only one of its kind as a result of the relationship between the space-time diversity and the accuracy of the timing estimation.

The classification performance of an ensemble classifier is based on diversity and individual accuracy of its individual component [ 55].

However our experiments indicate that the ICA-based RotBoost ensemble could establish a proper balance between the diversity and the accuracy of the constituted base learners.

An important issue in ensemble learning methodology is the ability to establish a proper balance between the diversity and the accuracy of the constituted base learners.