Multioutput Feature Selection for Emulation and Sensitivity Analysis.
Jorge Vicent ServeraLuca MartinoJochem VerrelstJuan Pablo Rivera CaicedoGustau Camps-VallsPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- sensitivity analysis
- feature selection
- managerial insights
- influence diagrams
- text categorization
- text classification
- information gain
- mutual information
- machine learning
- feature set
- variational inequalities
- support vector
- decision variables
- feature weighting
- multi class
- multi task
- classification models
- feature extraction
- small sample
- irrelevant features
- method for feature selection
- microarray data
- high dimensionality
- knn
- classification accuracy
- gene expression data
- model selection
- graphical models
- feature selection algorithms
- feature ranking
- probabilistic model
- feature space
- objective function
- unsupervised feature selection
- learning algorithm
- data sets