Sentence examples for extensive comparison of methods from inspiring English sources

To our knowledge, no extensive comparison of methods for predicting HbA1c across trials and treatments has been published.

In our study, we use three benchmark datasets of increasing complexity, MNIST, CIFAR-10 and ImageNet, to investigate the effects of imbalance on classification and perform an extensive comparison of several methods to address the issue: oversampling, undersampling, two-phase training, and thresholding that compensates for prior class probabilities.

A more extensive comparison of our methods in the context of the full-atom potential is an interesting future direction.

Additionally, we also consider the use of similarly preprocessed data in the analyses using the Trimmed Mean of M values (TMM) normalization [ 18], which was recently recommended in an extensive comparison of various normalization methods [ 19].

An extensive comparison of standard digital denoising methods has been performed by Ozcan et al. [ 35].

For more extensive comparison of other static clustering methods we refer to our previous studies, which identified HAC-ML as the best-performing link-prediction method for large networks, including cluster-free link prediction by graph diffusion kernels (Park and Bader, 2011).

Finally, an extensive comparison of the principles of both methods was performed.

An extensive comparison of species-abundance distribution models.

An extensive comparison of the model predictions with experimental results has been performed as well.

An extensive comparison of predicted mean concentration profiles with the experimental data has been presented.

The conclusion contains extensive comparison of experimental data with the theoretical results.