Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
Washington Cunha, Sérgio Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Couto Rosa, Marcos André Gonçalves, Leonardo Rocha
Topics & Concepts
Pipeline (software)Computer scienceDiscriminative modelData miningMachine learningFeature (linguistics)Pipeline transportExploitSet (abstract data type)Noise (video)Artificial intelligenceEmbeddingCurse of dimensionalityRepresentation (politics)Information retrievalEngineeringEnvironmental engineeringLinguisticsImage (mathematics)PhilosophyProgramming languageLawComputer securityPolitical sciencePoliticsText and Document Classification TechnologiesMachine Learning and Data ClassificationFace and Expression Recognition