Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification.
David CemernekPublished in: CoRR (2021)
Keyphrases
- instance selection
- outlier detection
- method for feature selection
- feature selection
- nearest neighbor
- text classification
- data reduction
- classification accuracy
- multi class
- knowledge discovery
- detection algorithm
- data streams
- detect outliers
- k nearest neighbor
- knn
- detecting outliers
- knowledge discovery and data mining
- semi supervised learning
- supervised learning
- data mining
- feature subset
- density estimation
- training set
- multiple instance learning
- machine learning
- support vector
- model selection
- dimensionality reduction
- text categorization
- support vector machine
- unsupervised learning
- semi supervised
- data points