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May 12, 2015 Classifiers. A machine learning algorithm, or classifier, is an algorithm that can predict the class label of a set of input features by drawing on a computational model built from past observations (Gama and de Carvalho 2009).Three classification algorithms were used for gold-bearing particle classification in this study nave Bayes (NB), majority decision table (MDT), and support vector ...
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May 12, 2015 The NB and MDT classifiers had no free hyperparameters, but the SVM required tuning of three (i) the soft margin constant (C), (ii) the (Gaussian) kernel hyperparameter (gamma ), and (iii) a soft margin constant multiplier ((C_mathrmm)) for the smaller class (gold ore particles).
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