Combination with other tools to monetize the non-monetary values and vice versa, for example with input-output.
Let {(x i, y i )} denote a training set of n labeled examples with inputs x i ε R d and associated class labels y i.
To demonstrate the use of ROCKTOPPLE, it is first verified against a published deterministic result, and then applied to a practical example with uncertain input parameters.
For example, with 10 input nodes, 1 output node, and 12 hidden nodes in a fully connected network, there are 4.46 × 1043 possible solutions.
In the Web Tools category, the journal guidelines require that we provide a set of examples (complete with input and output files) representing the range of results that are obtained with the software.
The elementary ND is based upon a circuit with at least ten interconnected CMOS transistors in order to obtain a sigmoid response activation function (in this example) with multiple inputs typically as per the McCulloch and Pitts model.
The developed state and output feedback controllers are applied successfully to non-isothermal chemical reactor examples with uncertainty, input constraints, and incomplete state measurements.
Examples with Gaussian input are depicted in Figures 1 and 2. All components, A, B, and x depicted in Figure 1A-B have been measured at 20 time points.
To provide an illustration, we performed a run as example with the following input parameters: Number of generations: 2000 Number of sire and dam queens: two population sizes were simulated; the first one consisted of 500 sire and 50 dam queens and the second one of 200 sire and 20 dam queens.
Figure 6 schematizes an example with three possible inputs and three possible outputs that trigger three possible functionalities of the pathway.
These concerns are (1) the size of the dataset, (2) the need for dealing with input examples of variable length, (3) the need to have probabilistic outcomes, and (4) the need to perform multiclass classification.
