Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction.
Ruixing CaoAkifumi OkunoKei NakagawaHidetoshi ShimodairaPublished in: CoRR (2021)
Keyphrases
- support vector
- pattern recognition
- regression problems
- target variable
- prediction accuracy
- classification method
- classification scheme
- feature vectors
- support vector machine
- image classification
- data driven
- model selection
- neural networks and support vector machines
- decision trees
- stock market
- linear regression model
- pattern classification
- mercer kernels
- classification algorithm
- cross validation
- svm classifier
- regression model
- training set
- feature space
- prediction error
- regression analysis
- regression method
- radial basis function network
- supervised learning
- classification accuracy
- nonparametric regression