Can't Inflate Data? Let the Models Unite and Vote: Data-agnostic Method to Avoid Overfit with Small Data.
Machi ShimmeiNoboru MatsudaPublished in: EDM (2023)
Keyphrases
- data sets
- synthetic data
- data collection
- prior knowledge
- data quality
- data analysis
- input data
- data processing
- missing data
- data structure
- neural network
- image data
- data distribution
- raw data
- noisy data
- correlation analysis
- databases
- end users
- decision trees
- training data
- high quality
- sensor data
- learning algorithm
- feature selection
- statistical methods
- test data
- spatial data
- data mining techniques
- objective function
- data sources
- statistical analysis
- model selection
- probabilistic model
- support vector machine