Sentence examples for distortion dataset from inspiring English sources

They also provide a local distortion dataset as a benchmark.

Unbalancing the composition of the datasets from a 1 1 ratio of basal to luminal tumours to a 2 1 or 5 1 ratio of tumours reduced correspondence between datasets and caused a distortion across datasets (Additional File 7).

We show that the advantage of using a nonstandard realignment algorithm depends on the amount of distortion in the dataset.

This could introduce a slight distortion into the dataset, which would explain the stronger correlations for comparisons involving cow-dog.

On the other hand, the study by Seshadrinathan et al. [24] includes sequences with both source and channel distortions, but their dataset combines sequences with several different contents.

In the 1D case, the RDIs are shifted upward depending on the distortion strength throughout the dataset (Fig. 19a).

These galvanic-distortion-related parameters would also assist in judging if a proper treatment is needed for the galvanic distortion when an MT dataset is given.

For example, if the distortion in a given dataset is proven to be solely caused by the site gain, only gain correction is required.

b Local distortion indicators from this dataset Fig. 25 1D models inverted from the average det and ssq impedances shown in Fig. 24a in comparison with the model inverted from the undistorted data.

(3) Strategies of observation: We also suggest two observation strategies to select the correct proposed target samples and to avoid the distortion of the specialized dataset with mislabeled samples.

Most importantly, we can use these parameters to determine the necessary treatment of galvanic distortion for a given dataset, such as whether or not a removal scheme should be applied in the inversion (e.g., Sasaki and Meju 2006; Avdeeva et al. 2015).