Mutual Information Feature Selection (MIFS) Based Crop Yield Prediction on Corn and Soybean Crops Using Multilayer Stacked Ensemble Regression (MSER).
S. IniyanR. JebakumarPublished in: Wirel. Pers. Commun. (2022)
Keyphrases
- mutual information
- feature selection
- sequential forward
- regression problems
- information theoretic
- information gain
- ensemble classifier
- prediction accuracy
- support vector
- supervised feature selection
- conditional mutual information
- model selection
- image registration
- neural network ensemble
- feature selection algorithms
- text categorization
- similarity measure
- feature ranking
- regression model
- prediction model
- ensemble learning
- feature set
- text classification
- dimensionality reduction
- ensemble methods
- stepwise regression
- support vector machine
- random forest
- support vector regression
- linear regression
- selected features
- machine learning
- neural network
- multi class
- knn
- classification accuracy
- feature space
- feature subset
- cross validation
- selection criterion
- feature subset selection
- training data
- conformal prediction
- evolutionary algorithm