A formal definition of MCDC is given in (9) based on the set of input test data.
The input test data consists of a pollution extent shapefile derived from the processing of hyperspectral aerial survey data from the Kolontár red mud disaster.
The MATLAB also provides input test data to the VHDL program and analyzes the result from the result file of MODELSIM simulation program.
Thus, given the input test data Xtest (normalized by using the mean and standard deviation parameters obtained for the training set), the output test data Ytest (offset by the mean of Y) is predicted as: (12) Y test, pred = X test.
Unlike model-based control approaches, the data driven control method designs a controller directly from the input-output test data of the structure, without requiring parametric dynamics and hence free of system modeling.
The results can be used in subsequent downstream instrument design and optimization, as input and/or test data for simulation codes as well as for characterization of upstream elements (neutron sources, monochromators, guides etc).
The different experiments use different CD codebooks and input noisy test data, which are discussed later along with the description of each experiment.
The classification performance is verified by inputting the test data in the learning map. Figure 5 shows that the paintings have been well classified by style, and Table 4 shows the classification performance for the test data.
Thus, selecting a total of four values per input, 16 test data were generated by the pairwise approach; (RP_2): The difference from the (RP_1) is that, for each input range, five values were selected instead of two.
As the dimension and magnitude of the original sample data are different, the input and test data should be normalized before training, i.e., T=2cdot frac{X-{X}_{min }}{X_{max }-{X}_{min }}-1 (1).
