Sentence examples for for testing dataset from inspiring English sources

The results of final estimator model for testing dataset are shown in Figs. 8 and 9.

The results for testing dataset are shown in Figs. 8 and 9.

The original dataset is divided into 5 equal groups for 5-fold cross-validation (4/5 for training and 1/5 for testing dataset).

The GENN algorithm is briefly described as follows: (1)  The original dataset is divided into 5 equal groups for 5-fold cross-validation (4/5 for training and 1/5 for testing dataset).

The test results showed that the coefficient of determination and mean absolute percentage error between the optimized artificial neural network estimations and measured values for testing datasets are higher than 99% and %5, respectively.

In terms of prediction accuracy for testing datasets, GA has a better performance compared to the differential evolution (DE) approach, which motivates the choice to use the genetic algorithm-extreme learning model (GA-ELM).

Therefore, the final classifier, which had been trained on dataset B, was directly tested on dataset D. This approach was not possible for testing datasets E1 and E2 as they contained different microarray types.

In the second stage, the outputs of classifiers for test dataset are fused using Sugeno fuzzy integral operator to make better decision for target fold class.

Comparative performances of LRM, SVR and ANN have been evaluated with the help of correlation coefficient and Root Mean Square Error (RMSE) between the actual and fitted (for training dataset) or predicted (for test dataset) values of GWL.

Second dataset consists of 7465 Digital Camera reviews of Sony are taken from 01st October 2016 to 25th October 2016 for training set and 1000 reviews are from 25th October 2016 to 30th October 2016 for test dataset.

Numerical results indicate that the proposed CMAC NN classifier is efficient for tested datasets.