Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data.
Taha ValizadehAslaniYiwen ShiJing WangPing RenYi ZhangMeng HuLiang ZhaoHualou LiangPublished in: Neurocomputing (2024)
Keyphrases
- fine tuning
- raw data
- data sets
- data structure
- learning process
- data points
- learning systems
- training data
- data analysis
- prior knowledge
- knowledge discovery
- background knowledge
- data processing
- bayesian methods
- complex data
- original data
- database
- decision trees
- human experts
- data collection
- learning algorithm
- online learning
- active learning
- high quality
- hidden variables
- feature space
- data quality
- data objects
- relational databases
- neural network
- spatial data
- general purpose
- domain experts
- missing data
- high dimensional data
- learning styles
- statistical analysis