Description: This demo explains the use of the advanced object oriented interface model. The model is the generic object which collects all relevant signals, parameters, options and functions related to an application of the LS-SVM. This interface is depreciated for the casional users because of the implicit nature: the distinction between in- and output vanishes. If one wants to use the full power of LS-SVMlab, one is recommended to go through this demo. The options can be divided in 5 classes, the general LS-SVM options the trainpoint administration, the options of the Conjugate Gradient algorithm the preprocess options and the encoding options. The demo shows how to control the preprocessing and the coding using the appropriate model. It is adviced to check carefully the model s options before starting the calculations.
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File list (Check if you may need any files):
demomodel\changelssvm.m
.........\demomodel.m
.........\initlssvm.m
.........\kernel_matrix.m
.........\lssvmMATLAB.m
.........\plotlssvm.m
.........\poly_kernel.m
.........\postlssvm.m
.........\prelssvm.m
.........\simlssvm.m
.........\trainlssvm.m
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