Harmless interpolation in regression and classification with structured features.
Andrew D. McRaeSanthosh KarnikMark A. DavenportVidya K. MuthukumarPublished in: AISTATS (2022)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- classification method
- feature space
- classification models
- classification process
- svm classifier
- numeric values
- image features
- feature construction
- extracted features
- extracting features
- feature representation
- support vector machine
- pattern classification
- class labels
- feature values
- support vector
- decision trees
- feature extraction and classification
- benchmark datasets
- feature analysis
- svm classification
- discriminative features
- regression problems
- gender classification
- model selection
- high dimensionality
- training set
- support vector machine svm
- textural features
- features extraction
- feature reduction
- feature selection and classification
- feature selection
- classification scheme
- image classification
- co occurrence
- high dimensional
- irrelevant features
- supervised learning
- training data
- feature subset
- classification algorithm
- regression model