Exploiting an Oracle That Reports AUC Scores in Machine Learning Contests.
Jacob WhitehillPublished in: AAAI (2016)
Keyphrases
- machine learning
- decision trees
- feature selection
- machine learning algorithms
- learning algorithm
- model selection
- pattern recognition
- computer vision
- computational intelligence
- probability estimates
- natural language processing
- classification accuracy
- oracle database
- machine learning methods
- semi supervised learning
- error rate
- roc curve
- class distribution
- bipartite ranking
- explanation based learning
- roc analysis
- database
- naive bayes
- information extraction
- support vector machine
- learning systems
- transfer learning
- probability estimation
- receiver operating characteristic
- artificial neural networks
- databases
- multi class
- database systems
- training data
- reinforcement learning
- computer science
- inductive learning
- inductive logic programming
- knowledge representation
- learning problems
- statistical methods
- knowledge discovery