Theoretical Bounds on Data Requirements for the Ray-Based Classification.
Brian J. WeberSandesh S. KalantreThomas McJunkinJacob M. TaylorJustyna P. ZwolakPublished in: SN Comput. Sci. (2022)
Keyphrases
- data sets
- data analysis
- training samples
- pattern recognition
- data collection
- lower bound
- data processing
- classification method
- data points
- upper bound
- knowledge discovery
- theoretical analysis
- data distribution
- small number
- original data
- data sources
- feature vectors
- generalization ability
- training data
- neural network
- application specific
- spatial data
- machine learning algorithms
- statistical analysis
- computer systems
- text classification
- input data
- image data
- high quality
- decision trees