The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems.
Adrian StandoMustafa CavusPrzemyslaw BiecekPublished in: LIDTA (2023)
Keyphrases
- statistical model
- prediction model
- probabilistic model
- formal model
- mathematical model
- statistical methods
- qualitative and quantitative
- hybrid method
- significant improvement
- preprocessing
- mathematical models
- benchmark datasets
- computational model
- statistical models
- linear models
- neural network
- predictive model
- machine learning methods
- classification method
- regression model
- parameter estimation
- markov chain
- graphical models
- probability distribution
- objective function
- training data
- clustering algorithm
- social networks
- genetic algorithm