Minimizing features while maintaining performance in data classification problems.
Surani MatharaarachchiMike DomaratzkiSaman MuthukumaranaPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- data sets
- database
- complex data
- original data
- data processing
- data points
- prior knowledge
- feature space
- neural network
- data collection
- co occurrence
- small number
- image features
- feature extraction
- training data
- feature vectors
- knowledge discovery
- image data
- low level
- feature set
- data mining techniques
- input data
- decision trees
- training examples
- missing data
- data analysis
- databases