Dataset balancing can hurt model performance.
R. Channing MooreDaniel P. W. EllisEduardo FonsecaShawn HersheyAren JansenManoj PlakalPublished in: CoRR (2023)
Keyphrases
- experimental data
- statistical model
- evolutionary algorithm
- theoretical framework
- computational model
- neural network
- formal model
- decision making
- high level
- cost function
- management system
- network model
- database
- sensitivity analysis
- conceptual model
- action recognition
- benchmark datasets
- theoretical analysis
- markov chain
- objective function
- decision trees
- feature selection
- information systems