Machine Learning Techniques for Data Reduction of Climate Applications.
Xiao LiQian GongJaemoon LeeScott KlaskyAnand RangarajanSanjay RankaPublished in: CoRR (2024)
Keyphrases
- data reduction
- data compression
- statistical methods
- machine learning
- preprocessing
- model selection
- feature selection
- data analysis
- rough set theory
- representative subset
- knowledge discovery
- classification rules
- data quality
- singular value decomposition
- data mining
- high dimensionality
- classification accuracy
- feature extraction
- genetic programming
- artificial intelligence
- instance selection
- dimensionality reduction
- low dimensional
- rough sets
- image data
- pattern recognition
- decision trees
- clustering algorithm
- decision making
- data sets