Imbalanced generative sampling of training data for improving quality of machine learning model.
Umut Can CoskunKemal Mert DoganErkan GunpinarPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- machine learning
- training data
- probabilistic model
- computational model
- mathematical model
- test data
- supervised learning
- learning algorithm
- high quality
- prior knowledge
- multi class
- support vector machine
- classification models
- statistical methods
- machine learning methods
- input data
- management system
- data sets
- high level
- data mining
- neural network