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Themachinelearning methods they used were k-nearest neighbour (KNN), random forest, and support vectormachines(SVM), while the deep learning methods were convolutional neural networks (CNN

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    Apr 25, 2007·ClassifiersEnsemblesMachine Learning and Data Mining(Unit 16) Prof. Pier Luca Lanzi. 2. References 2 Jiawei Han and Micheline Kamber, quot;DataMining: Concepts and Techniquesquot;, The Morgan Kaufmann Series in Data Management Systems (Second Edition) Tom M. Mitchell. “MachineLearning” McGraw Hill 1997 Pang-Ning Tan, Michael Steinbach

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    Aug 30, 2015· Abstract. The massive data generated by the Internet of Things (IoT) are considered of high business value, anddata miningalgorithms can be applied to IoT to extract hidden information from data. In this paper, we give a systematic way to reviewdata miningin knowledge view, technique view, and application view, includingclassification

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    Nov 13, 2012· Nonlinear Support VectorMachinesTransform data into higher dimensional space© Tan,Steinbach, Kumar Introduction to DataMining4/18/2004 77 Ensemble Methods Construct a set ofclassifiersfrom the training data Predict class label of previously unseen records by aggregating predictions made by multipleclassifiers© Tan,Steinbach, Kumar

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    MachineLearningClassificationAlgorithms.Classificationis one of the most important aspects of supervised learning.. In this article, we will discuss the variousclassificationalgorithms like logistic regression, naive bayes, decision trees, random forests and many more.. We will go through each of the algorithm’sclassificationproperties and how they work

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