Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields.
Emrullah AcarMehmet Siraç ÖzerdemBurak Berk ÜstündagPublished in: Agro-Geoinformatics (2019)
Keyphrases
- regression model
- prediction model
- machine learning
- prediction intervals
- linear regression model
- model selection
- survival analysis
- target variable
- multiple linear regression
- regression analysis
- prediction accuracy
- machine learning algorithms
- regression methods
- multivariate regression
- feature selection
- support vector regression
- generalized linear models
- generalized linear
- gaussian process
- kernel regression
- decision trees
- logistic regression models
- independent variables
- predictive modeling
- support vector machine
- linear model
- monitoring system
- regression method
- gaussian processes
- explanatory variables
- interval valued data
- regression trees
- learning tasks
- learning algorithm