Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction.
Shuchu HanAlexandru Niculescu-MizilPublished in: CoRR (2020)
Keyphrases
- feature subset selection
- feature ranking
- multivariate time series
- feature selection
- feature extraction
- dimension reduction
- feature subset
- selected features
- feature space
- text categorization
- pattern classification
- unsupervised learning
- text classification
- classification accuracy
- learning algorithm
- high dimensionality
- feature set
- dimensionality reduction
- pattern recognition
- feature vectors
- machine learning
- face recognition
- classification models
- support vector machine
- semi supervised
- supervised learning
- feature selection algorithms
- principal component analysis
- image classification
- support vector machine svm
- model selection
- extracted features
- support vector
- knn
- decision trees