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Final project for bSC Computer Science UFRGS. A distributed multi class classifier.

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DistributedClassifier

Final project for bSC Computer Science UFRGS. A distributed multi class classifier.

Execution should be in the format: python main.py dataset.txt classesPlace(first or last) algorithmType ( distributed or local) function (combine function or classify algorithm) classifiersType (optional => normal or ova) kFoldNumber(optional => default = 10) subsetFeatures (optional)

AlgorithmType = {distributed,local} ClassifyAlgorithm = { SVM, DecisionTree, KNN, NN, NB, ECOC } SocialChoiceFunction = { Borda, Copeland, Dowdall, Plurality }

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Final project for bSC Computer Science UFRGS. A distributed multi class classifier.

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