Constructing New and Better Evaluation Measures for Machine Learning.
Jin HuangCharles X. LingPublished in: IJCAI (2007)
Keyphrases
- evaluation measures
- machine learning
- precision and recall
- learning to rank
- retrieval systems
- evaluation methodology
- evaluation metrics
- ranked list
- data mining
- machine learning methods
- benchmark datasets
- active learning
- evaluation framework
- query processing
- ranking functions
- text classification
- text mining
- decision trees
- information retrieval
- databases
- direct optimization
- directly optimize
- database
- information sources
- supervised learning
- data model
- relational databases
- pairwise
- feature selection
- learning algorithm
- data sets