However, some members of the class of classifier morphemes were correctly used by the parents only 40% of the time, and in this case, although Simon's performance was better than his parents', it was not at native signer level.
These methods (described below) differ in their underlying methodology and generally represent broad classes of classifiers present in the machine learning literature.
One section reviews a large class of nonlinear classifiers known as decision trees, which are multistage decision systems in which classes are sequentially rejected until a finally accepted class is reached.
NN is a nonparametric method that belongs to the class of "robust" classifiers [37].
The performance of the multiple grammars classifiers was similar for all the classes, as this type of classifier utilized scores generated by combined grammars trained for each class.
In the classifier module, two important classes of supervised classifiers, i.e., multi-layer perceptron (MLP) neural network and hierarchical multi-class support vector machine based classifier are investigated.
As the costs we are discussing are the actual settings of the Weka cost matrix rather than class ratios, the comparison of classifiers cannot be compared using cost curves [13].
Therefore, the fitness in EDS is defined by an F-measure vector (one F-measure per class) of the wrapper classifier.
With respect to the comparison of the operation of a variety of one-class classifiers, six one-class classifiers were used as the base classifier for the ensemble: they are Parzen, SVDD, PCA, Kmeans, MoG, and KPCA.
Thus, DP x is an I×J-matrix, where I and J correspond to the number of classifiers and classes, respectively.
