ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier to Mine Exoplanets.
Hamed ValizadeganMiguel MartinhoLaurent S. WilkensJon M. JenkinsJeffrey SmithDouglas A. CaldwellJoseph D. TwickenPedro C. GerumNikash WaliaKaylie HausknechtNoa Y. LubinStephen T. BrysonNikunj C. OzaPublished in: CoRR (2021)
Keyphrases
- highly accurate
- deep learning
- unsupervised learning
- capable of producing
- high quality
- unsupervised feature learning
- training data
- machine learning
- decision trees
- feature space
- high accuracy
- feature set
- feature selection
- mental models
- accurate models
- support vector machine
- training set
- weakly supervised
- support vector
- deep architectures
- input image
- dimensionality reduction
- viewpoint
- learning algorithm