Enabling Precision/Recall Preferences for Semi-supervised SVM Training.
Zeyi WenRui ZhangKotagiri RamamohanaraoPublished in: CIKM (2014)
Keyphrases
- precision recall
- svm training
- semi supervised
- generalization ability
- precision and recall
- semi supervised learning
- average precision
- support vector machine
- correlation coefficient
- support vectors
- labeled data
- unlabeled data
- kernel methods
- active learning
- svm classification
- highly correlated
- scoring function
- svm classifier
- supervised learning
- pairwise
- training procedure
- support vector machine svm
- decomposition method
- imbalanced data
- stochastic gradient descent
- support vector
- learning process
- evaluation metrics
- information retrieval