A Novel Artificial Neural Network Ensemble Model Based on K--Nearest Neighbor Nonparametric Estimation of Regression Function and Its Application for Rainfall Forecasting.
Jiansheng WuPublished in: CSO (2) (2009)
Keyphrases
- k nearest neighbor
- regression function
- artificial neural networks
- regression problems
- neural network
- knn
- input space
- nearest neighbor
- support vector machine
- linear regression
- text categorization
- objective function
- random forests
- back propagation
- genetic programming
- ensemble methods
- support vector machine svm
- high dimensional data
- feature selection
- cross validation
- hyperparameters
- text classification
- genetic algorithm ga
- random forest
- genetic algorithm
- ensemble learning
- training set
- radial basis function
- training data
- learning algorithm
- support vector
- bayesian framework
- bayesian inference
- neural network model
- data points
- multi layer perceptron
- learning machines
- maximum likelihood