Classifier-Independent Visualization of Supervised Data Structures Using a Graph.
Hiroshi TenmotoYasukuni MoriMineichi KudoPublished in: SSPR/SPR (2004)
Keyphrases
- data structure
- learning algorithm
- feature selection
- graph drawing
- graph layout
- training data
- graph representation
- supervised classification
- supervised learning
- supervised classifiers
- graph matching
- supervised training
- decision trees
- semi supervised
- support vector
- classification scheme
- classification process
- svm classifier
- semi supervised classification
- connected components
- graph structure
- random walk
- multiple instance learning
- classifier training
- graph theory
- feature space
- classification algorithm
- data analysis
- class labels
- structured data
- efficient data structures
- data structures and algorithms
- labeled and unlabeled data
- graph model
- feature set
- directed acyclic graph
- neural network
- directed graph
- self organizing maps
- unsupervised learning
- support vector machine
- suffix tree
- visualization tool
- information visualization
- graph mining
- weighted graph
- training examples
- training samples
- manually labeled training data