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It would also be ideal to have negative dataset in order to assess their performances.
The GP and GAA model results were compared in terms of testing dataset in order to find the best model.
The Batchelor Wilkins algorithm is applied on the dataset in order to determine the K value (Number of clusters) automatically.
Thirdly, more methods [29] can be used to filter the training dataset in order to make the dataset trustworthy.
Finally, the device injects noise, adding random data into the original dataset in order to make it vaguer.
The values of PPV were estimated for 18 testing dataset in order to evaluate the accuracy of the prediction and performance of the developed models.
The addition of more samples in the dataset in order to perform local calibrations would probably make the elaboration of a global NIR-model possible.
The basic idea is to randomly sample and obtain a small subset of the dataset in order to approximate the cluster centres of the full dataset.
Synthetic dataset In order to evaluate completion time performance on Big Data, we created a synthetic dataset via a Big Data generator.
In the next result we establish a condition on the observed dataset in order to keep this property in the process of parameter estimation.
Besides using footprint information for the model validation we performed downscaling of MOD17 using 250 m resolution MODerate resolution Imaging Spectroradiometer (MODIS) Normalized Difference Vegetation Index (NDVI) dataset in order to address land use heterogeneity.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com