Distribution of Classification Margins: Are All Data Equal?
Andrzej BanburskiFernanda De La TorreNishka PantIshana ShastriTomaso A. PoggioPublished in: CoRR (2021)
Keyphrases
- data mining techniques
- data mining
- data warehouse
- input data
- classification accuracy
- machine learning
- training samples
- training data
- high quality
- preprocessing
- small number
- statistical analysis
- class membership
- class labels
- classification method
- data distribution
- raw data
- uniformly distributed
- data sets
- computer systems
- image classification
- image data
- data sources
- pattern recognition
- feature extraction
- learning algorithm
- neural network