An Exploratory Study on Simulated Annealing for Feature Selection in Learning-to-Rank.
Mohd. Sayemul HaqueMd. FahimMuhammad IbrahimPublished in: CoRR (2023)
Keyphrases
- learning to rank
- simulated annealing
- feature selection
- ranking functions
- loss function
- information retrieval
- evaluation measures
- active sampling
- text categorization
- evolutionary algorithm
- genetic algorithm
- document retrieval
- mutual information
- text classification
- support vector
- feature extraction
- classification accuracy
- ranking svm
- genetic algorithm ga
- evaluation metrics
- feature space
- direct optimization
- learning to rank algorithms
- feature subset
- optimization method
- multi class
- feature set
- collaborative filtering
- training data
- retrieval systems
- test collection
- supervised learning
- precision and recall
- pairwise
- information gain
- query dependent