AUC-MF: Point of Interest Recommendation with AUC Maximization.
Peng HanShuo ShangAixin SunPeilin ZhaoKai ZhengPanos KalnisPublished in: ICDE (2019)
Keyphrases
- logistic regression
- receiver operating characteristic
- roc curve
- model selection
- probability estimation
- class distribution
- decision trees
- classification accuracy
- misclassification rate
- feature selection
- recommender systems
- naive bayes
- error rate
- newly constructed
- user preferences
- training set
- objective function
- learning algorithm
- roc analysis
- data mining
- database
- missing data
- ground truth
- leave one out cross validation
- imbalanced data sets