Predict Violent Crimes on the USA. Modeling, classify, clustering, dbscan, neural networks, svm : all methods are used to build a good model of violent crimes on the USA
The Support Vector Machine is based on the algorithm is given in wikipedia http://en.wikipedia.org/wiki/Support_vector_machine. I use the toolbox SVM KM.
I use a polynomial approach that offer an approaching quality as the linear approach.
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