Research of Dengue Fever Prediction in San Juan, Puerto Rico Based on a KNN Regression Model.
Ying JiangGuohun ZhuLing LinPublished in: IDEAL (2017)
Keyphrases
- regression model
- knn
- prediction model
- k nearest neighbor
- prediction intervals
- linear regression model
- nearest neighbor
- multiple linear regression
- target variable
- dengue fever
- regression analysis
- survival analysis
- distance function
- knn algorithm
- regression methods
- generalized linear models
- text categorization
- model selection
- k nearest neighbour
- feature selection
- gaussian process
- support vector regression
- prediction accuracy
- neural network
- regression method
- similarity search
- knn classifier
- text classification
- support vector machine
- multivariate regression
- interval valued data
- support vector machine svm
- explanatory variables
- shows significant improvements
- nearest neighbour
- ls svm