Exploiting an Oracle that Reports AUC/2AFC Scores in Machine Learning Contests.
Jacob WhitehillPublished in: CoRR (2015)
Keyphrases
- machine learning
- decision trees
- model selection
- machine learning algorithms
- feature selection
- learning algorithm
- probability estimates
- pattern recognition
- logistic regression
- error rate
- oracle database
- inductive learning
- active learning
- support vector machine
- class distribution
- artificial neural networks
- receiver operating characteristic
- text classification
- computer vision
- artificial intelligence
- inductive logic programming
- roc curve
- probability estimation
- ranked list
- roc analysis
- data mining
- scoring functions
- machine learning methods
- learning systems
- naive bayes
- natural language processing
- information extraction
- reinforcement learning
- information retrieval
- learning tasks
- kernel methods
- machine learning approaches
- knowledge representation
- data analysis
- support vector