Machine Learning in Astronomy: A Case Study in Quasar-Star Classification.
Mohammed ViquarSuryoday BasakAriruna DasguptaSurbhi AgrawalSnehanshu SahaPublished in: CoRR (2018)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- supervised machine learning
- text classification
- machine learning algorithms
- feature extraction
- decision trees
- support vector
- data mining
- classification accuracy
- feature selection
- support vector machine svm
- supervised learning
- classification method
- automatic classification
- support vector machine
- supervised classification
- preprocessing
- data analysis
- machine learning approaches
- artificial intelligence
- feature construction
- classification systems
- model selection
- data sets
- knowledge acquisition
- neural network
- natural language processing
- feature vectors
- image classification
- learning problems
- predictive modeling
- learning algorithm
- classification process
- case study
- natural language
- feature space
- training set
- statistical learning
- classification models
- test bed
- inductive logic programming
- pattern classification
- learning tasks
- classification rules
- knowledge representation
- classification algorithm
- decision rules
- class labels
- learning systems
- benchmark datasets
- knowledge discovery
- semi supervised learning
- text mining