Hybrid Approach for Inductive Semi Supervised Learning using Label Propagation and Support Vector Machine.
Aruna GovadaPravin JoshiSahil MittalSanjay Kumar SahayPublished in: CoRR (2015)
Keyphrases
- label propagation
- semi supervised learning
- support vector machine
- machine learning
- training data
- unlabeled data
- semi supervised
- labeled data
- svm classifier
- supervised learning
- graph based semi supervised learning
- multi class
- support vector
- co training
- feature selection
- learning problems
- text categorization
- semi supervised classification
- kernel function
- label propagation algorithm
- active learning
- labeled examples
- k nearest neighbor
- unsupervised learning
- semi supervised learning algorithms
- training set
- transfer learning
- learning algorithm
- decision boundary
- hyperplane
- community detection
- kernel methods
- multi label classification
- knn
- binary classification
- prior knowledge
- classification algorithm
- labeled and unlabeled data
- feature space
- graph construction
- class labels
- decision trees
- text classification