Prevalence and symptom probabilities for the four classes can be seen in Table 1. Class 1, “rule-breaking,” was characterized by stealing both at home and outside of home, lying, and breaking rules. Class 2, “aggressive,” was characterized by cruelty toward people, fighting, physically ...
logical matrix W— Scaled weights in ensemble numeric vector X— Predictor values real matrix | table Y— Class labels categorical array | cell array of character vectors | character array | logical vector | numeric vectorObject Functions compact Reduce size of classification ensemble model compareHol...
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Full size table 4.1.3 Parameter Settings In the UCR dataset classification experiment, we have several parameters that need to be fixed. The number of reservoir neurons N is set to 32, the leakage rate is 0.3, the input unit scale IS is 0.1, and the assignment elements v and r are 2.1...
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Full testing results from all eight subsets shown in Table 1. Predicted/True/Positive (Pos.) Class 1 = “Normal”, Class 2 = “Biofilm”, Class 3 = “Biofilm and Fluid”. AUC Area Under the Curve; Ens Ensemble; SVM Support Vector Machine; kNN k-Nearest Neighbor Full ...
Again we observe similar results to those in Table 2, the greater number of features selected to classify behavioral ASD group and TD, the less the mean classification accuracy. Table 4, covers the significance of the detected brain regions, in the behavioral classification step, according to ...
Table 1. Paper classification by group. The second categorisation is shown in Figure 2. The first resulting category, Biosignal, is grounded on the different bio-markers used for obtaining the arousal level. The specific bio-signals for the detection of arousal are presented. Dimensionality of ...
This table summarizes the supported predictor-selection techniques. For more details on predictor selection techniques: For classification trees, seePredictorSelectionandNode Splitting Rules. For regression trees, seePredictorSelectionandNode Splitting Rules. ...
Full size table As the type material ofE. phalangoides,E. cinereus, andE. regaliswas unavailable for studies, we referred to original descriptions and complementary data published in an array of papers (De Geer1778; Dugès1834; Koch1837; Oudemans1910,1929; Southcott1961; Haitlinger1987; Wohlt...