StreamBench [9] and a benchmark for social networks [54] could be utilized for testing of streaming applications, but the tools have not been made publicly available.
The training dataset comprised 150 samples that were selected randomly, whereas the rest of the samples (68) were utilized for testing to confirm the prediction accuracy of the proposed model.
Moreover, to obtain creditable classification accuracy, 'k-fold' cross-validation is utilized for testing performance of SVM classifier.
A shock tube setup is then utilized for test the performance of the fabricated pressure sensors.
It means, 50% of the videos are utilized for training the classifier and 50% are utilized for testing the proposed algorithm.
A total of the experimental data sets are 152, of which 124 data (accounting for 80%% of the total data) were randomly selected for the training of the neural network model, and the remaining 28 data (accounting for 20%%) were utilized for the testing of the network performance.
BactoScan (Foss Analytical, Hillerød, Denmark), an automated standard flow cytometric method utilized for routine testing of milk quality, and TEMPO (bioMérieux, Marcy l'Etoile, France), an automated most-probable-number method, were used to assess the total viable bacterial count in farm and commercial milk samples.
The machine had front and rear needle beds but only the front bed was utilized for preparation of test samples.
Of the 19,434 genes in the Extended dataset, 14,129 were utilized for statistical tests based on these criteria.
With further optimization, it can be utilized for HPV testing in areas of varying economic development.
