Sentence examples for input classes from inspiring English sources
The RBF is able to model the complex decision boundary between the two input classes well and generates robust color models.
Hence, as the same target vectors are nonetheless applied to any given input classes, it is also beneficial to keep the binary classification tasks as different as possible by maximizing the column separation.
At the most detailed level, this process may be likened to decomposition of an API into its constituent classes, which may often become input classes in the supporting service ontology, and their corresponding methods, which may be viewed as the actual computational functionality of these services (Figure 2).
SVM (Vapnik, 1995 ): This construct the optimal separating hyperplane between the two input classes to maximize the margin between the examples of the two classes.
In our case, this would not be feasible, since we want to inspect the kernel contributions independently and determine the sequence logo that each string kernel uses to discern the two input classes.
An ideal kernel would provide an exact mapping from the input space to a feature space which was a precise, separable model of the two input classes; however, such a model is usually unobtainable, particularly for complex, real-world problems, and those problems in which the input vector provided contains only a subset of the information content needed to make the classes completely separable.
The desired output is defined as a column vector, where 1 represents the input class.
The input class of a SADI service subsumes the output class, as these services are stateless, atomic, and annotative.
For each descriptor calculating service, the input class is a smilesmolecule which is formally defined as the following.
Note that since SADI services are annotative, the input class subsumes the output class which merely contains the extra annotation computed by the service.
That is, each service carries out a single primitive function and annotates an instance of the input class with information through a particular predicate.
