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An empirical evaluation of imbalanced data strategies from a practitioner’s point of view

Jacques Wainer

2024Expert Systems with Applications12 citationsDOI

Topics & Concepts

Support vector machineArtificial intelligenceGradient boostingClassifier (UML)Boosting (machine learning)Binary classificationComputer scienceCorrelationRandom forestBinary numberPattern recognition (psychology)Cut-pointCorrelation coefficientMachine learningMathematicsData miningStatisticsArithmeticGeometryImbalanced Data Classification TechniquesElectricity Theft Detection TechniquesAnomaly Detection Techniques and Applications
An empirical evaluation of imbalanced data strategies from a practitioner’s point of view | Litcius