Sentence examples for tested dataset from inspiring English sources
Setting the number of sections s to 2 gave the best results for the tested dataset.
For each tested dataset, the learning database was a subset of its own polymers.
We have also experimentally tested dataset augmentation techniques on the spectrograms to enhance the ultimate accuracy of the CNN.
The output obtained from the classifiers for 5%% trained and 95%% tested dataset is shown in a Table 1.
Open image in new window Fig. 4 Comparison of trained and tested dataset classification using probabilistic neural networks.
For all algorithms, we adjusted parameters to obtain what appeared to be optimal results on the tested dataset.
Numerical results indicate that the proposed CMAC NN classifier is efficient for tested datasets.
This is true for all tested datasets, and it seems that MEN has a 'sweet-spot'around, which results in best performance for all tested datasets.
T test is fit to test dataset with Gaussian distribution, and Kolmogorov Smirnov test can test dataset with unknown distribution.
Testing set size variance refers to variability in error estimates due to finite testing dataset size.
