Sentence examples for imbalanced dataset from inspiring English sources

The effect of (beta) values on the discretization results of: a average predictive accuracies of standard datasets, b average number of intervals of standard dataset, c average AUC of imbalanced datasets, and d average number of intervals of imbalanced dataset.

Distribution Consistency is usually high for imbalanced dataset visualization and strongly depends on its external parameter.

It is one of the most successful methods to work with an imbalanced dataset.

The data mining algorithms often find it difficult to deal with imbalanced dataset.

The Poker dataset has a highly imbalanced dataset causing some exceptions.

In addition, because classification performance was strongly influenced by class size balance, it may use the optimized classifier to solve this problem in the case of the imbalanced dataset.

All datasets of: 30 standard datasets and 20 imbalanced datasets.

BCR is a popularly used assessment metrics for imbalanced datasets.

The proposed method named WMODA is evaluated on 25 benchmark imbalanced datasets.

The experimental evaluation is conducted on 30 standard datasets and 20 imbalanced datasets.

13673_2017_103_MOESM3_ESM.rar Additional file 3. The performance results of 20 imbalanced datasets.