On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series.
Aref HakimzadehKoorush ZiaratiMohammad TaheriPublished in: CoRR (2022)
Keyphrases
- selective sampling
- principal curves
- feature selection
- active learning
- random sampling
- unlabeled examples
- training data
- training examples
- training set
- manifold learning
- decision trees
- fold cross validation
- support vector
- semi supervised learning
- linear classifiers
- svm classifier
- classification accuracy
- learning algorithm
- class labels
- naive bayes
- feature set
- multi class
- semi supervised
- high dimensional
- medial axis
- co training
- text categorization
- decision boundary
- training samples
- curve fitting
- unlabeled data
- dimensionality reduction