From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning.
Juan B. CabralBruno SánchezFelipe RamosSebastián GurovichPablo M. GranittoJacob VanderPlasPublished in: CoRR (2018)
Keyphrases
- machine learning
- feature extraction
- feature selection
- preprocessing
- data mining
- software tools
- decision trees
- pattern recognition
- explanation based learning
- discriminant analysis
- machine learning methods
- feature vectors
- natural language processing
- information extraction
- knowledge acquisition
- dimension reduction
- pattern classification
- knowledge representation
- knowledge base
- image processing
- data analysis
- feature extractors
- supervised machine learning
- extracted features
- gabor filters
- inductive learning
- multiscale
- computer science
- knowledge discovery
- learning tasks
- feature space
- multiresolution
- text classification
- text mining
- wavelet transform
- neural network