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