Challenges in benchmarking stream learning algorithms with real-world data
Vinicius M. A. Souza, Denis M. dos Reis, André G. Maletzke, Gustavo E. A. P. A. Batista
Topics & Concepts
BenchmarkingComputer scienceData stream miningData miningBenchmark (surveying)Concept driftData streamMachine learningData qualityData scienceQuality (philosophy)Streaming dataData collectionClassifier (UML)Statistical classificationKnowledge extractionArtificial intelligenceSupport vector machineDomain (mathematical analysis)Dynamic dataData Stream Mining TechniquesTime Series Analysis and ForecastingImbalanced Data Classification Techniques