RandomMix: A mixed sample data augmentation method with multiple mixed modes.
Xiaoliang LiuFurao ShenJian ZhaoChanghai NiePublished in: CoRR (2022)
Keyphrases
- synthetic data
- data sets
- test data
- input data
- prior knowledge
- statistical methods
- high accuracy
- data structure
- preprocessing
- data points
- database
- noisy data
- original data
- information loss
- raw data
- statistical significance
- user input
- data collection
- statistical analysis
- neural network
- training data
- correlation analysis
- high quality
- data analysis
- significant improvement
- dynamic programming
- sampling methods
- spectral clustering
- pairwise
- cost function
- support vector machine
- data distribution
- spatial data
- attribute values
- missing data
- computational cost
- high dimensional data
- detection method
- training samples
- knowledge discovery