Negotiations on obtaining data lasted for a long time, and sometimes the necessary datasets were simply too expensive to acquire.
Section "Generation of the Parkinson's database" presents the new Parkinson's database, that we have been developing, providing the necessary datasets for training and testing the developed deep neural network systems.
When necessary, datasets were analyzed with the D'Aostimo and Pearson omnibus normality test to evaluate distribution of data.
In on-going linkage, the necessary datasets are provided to units on a routine and, often, incremental basis.
Museo de Historia Natural Noel Kempff Mercado provided the necessary datasets for the completion of this project.
An experiment as described in this study takes about one to two weeks and can generate the necessary dataset for comprehensive repeat prediction by MDR for any chosen genome.
We used ClustalW [ 77] for individually aligning the protein-coding genes, and further, concatenated them to create the necessary dataset for building a phylogeny.
To provide necessary dataset required for establishing the model, 50 dynamic load tests were conducted on precast concrete piles in Pekanbaru, Indonesia.
To understand what the necessary dataset size is for deep learning to be effective for our application, we compared the effect of training dataset size on the accuracy of deep learning model and our best performing conventional ML model- Random Forest, with either the raw elemental compositions or the physical attributes as model inputs.
Recent application of a new technique, mud gas isotope logging (MGIL), has shown comparable isotopic data to traditional gas samples collected from down-hole tools while providing the petroleum systems analyst with the necessary large datasets needed to make accurate and confident reservoir evaluations.
After intron alignment and some necessary masking, a dataset of 605 intron pairs (i.e., 1210 introns) was generated.
