Regression and Classification With Spline-Based Separable Expansions.
Nithin GovindarajanNico VervlietLieven De LathauwerPublished in: Frontiers Big Data (2022)
Keyphrases
- model selection
- support vector
- decision trees
- pattern recognition
- regression problems
- classification accuracy
- automatic classification
- regression model
- text classification
- classification algorithm
- feature space
- pattern classification
- image classification
- feature selection
- supervised learning
- training set
- target variable
- classification systems
- classification process
- cross validation
- numeric values
- benchmark datasets
- logistic regression
- machine learning algorithms
- support vector machine svm
- training samples
- dimensionality reduction
- classification scheme
- support vector machine
- knn
- preprocessing
- multiscale
- multi variate
- data sets