The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems.
Adrian StandoMustafa CavusPrzemyslaw BiecekPublished in: CoRR (2023)
Keyphrases
- linear regression
- statistical model
- significant improvement
- computational model
- mathematical model
- machine learning methods
- neural network
- preprocessing
- prior knowledge
- mathematical models
- probabilistic model
- learning models
- predictive model
- hybrid method
- formal model
- simulation model
- statistical models
- benchmark datasets
- management system
- cost function
- missing values
- statistical methods
- probability distribution
- monte carlo simulation
- artificial neural networks
- data mining