Decision trees using local support vector regression models for large datasets.
Minh-Thu Tran-NguyenLe-Diem BuiThanh-Nghi DoPublished in: J. Inf. Telecommun. (2020)
Keyphrases
- regression model
- decision trees
- support vector
- logistic regression
- support vector regression
- regression trees
- regression methods
- model selection
- regression analysis
- prediction model
- gaussian process
- generalized linear models
- linear regression model
- classification trees
- independent variables
- multivariate regression
- linear model
- logistic regression models
- random forest
- generalized linear
- cross validation
- machine learning algorithms
- multiple linear regression
- classification accuracy
- support vector machine
- machine learning
- target variable
- fuzzy logic
- data mining methods
- naive bayes
- artificial neural networks
- ls svm
- training set
- explanatory variables
- kernel function
- decision rules
- training data
- ensemble methods