VoronoiPatches: Evaluating A New Data Augmentation Method.
Steffen IlliumGretchen GriffinMichael KölleMaximilian ZornJonas NüßleinClaudia Linnhoff-PopienPublished in: CoRR (2022)
Keyphrases
- synthetic data
- data sets
- input data
- data sources
- prior knowledge
- information loss
- pairwise
- test data
- detection method
- database
- data points
- raw data
- statistical methods
- noisy data
- dynamic programming
- high precision
- data processing
- user input
- high accuracy
- cost function
- similarity measure
- knowledge discovery
- training data
- high dimensional data
- missing data
- data distribution
- significant improvement
- prior information
- high quality
- machine learning
- data quality
- original data
- objective function
- missing values
- preprocessing
- computational cost
- statistical analysis
- support vector machine
- low dimensional