Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels.
Gonzalo UribarriFederico BaroneAlessio AnsuiniErik FransénPublished in: CoRR (2023)
Keyphrases
- feature selection
- feature space
- support vector classification
- support vector
- multiple kernel learning
- kernel learning
- support vector machines for classification
- text categorization
- machine learning
- irrelevant features
- kernel methods
- classification accuracy
- support vector machine
- linear svm
- selected features
- high dimensionality
- kernel function
- feature set
- nearest neighbor
- information gain
- model selection
- mutual information
- feature weighting
- unsupervised feature selection
- data sets
- multi task
- high dimensional
- multiple kernel
- method for feature selection
- decision trees
- neural network