Sentence examples for imbalanced size from inspiring English sources

Moreover, even if we employ the modified modularity that mitigates imbalanced size of clusters, we still have the imbalance of cluster size.

As we described in Sect. 1, modularity-based clustering algorithms, e.g., CNM [11], generally tend to produce imbalanced sizes of clusters.

This is due to the fact that each high-resolution mouse brain image is a very large data set and it is a multiclass classification problem with extremely imbalanced data size for different classes.

The weighted variance σ ^ 2 is to handle imbalanced cluster size.

A method consisting of the combination of the Synthetic Minority Over-Sampling TEchnique (SMOTE) and the Sequential Forward Floating Selection (SFFS) technique is used to do band selection in a highly imbalanced, small size, two-class multispectral dataset of melanoma and non-melanoma lesions.

To explore if the imbalance size between the two subtypes and the complicated correlation structure among genes influence the performance of the Cox-model filter, we conducted extra simulations.

Experimental results show that these models can perform well when the positive class and negative class are imbalanced in both size and distribution.

We compare RankCost to several representative approaches on four medical data sets varying in size, imbalanced ratio, and dimension.

The training sets are balanced, while the validation set is still imbalanced in the sample sizes of classes, so the performance will be more reliable.

The performance of RankCost is illustrated by tests on four medical data sets varying in size, dimension, and imbalanced ratio.

Furthermore, the study had a relative small sample size, and was imbalanced, in addition, with only 26 women with depressed mood.