Performance Evaluation of Best Feature Subsets for Crop Yield Prediction Using Machine Learning Algorithms.
Maya Gopal P. S.R. BhargaviPublished in: Appl. Artif. Intell. (2019)
Keyphrases
- machine learning algorithms
- feature subset
- feature subset selection
- benchmark data sets
- input features
- feature selection
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- learning problems
- prediction accuracy
- classification accuracy
- standard machine learning algorithms
- prediction model
- ensemble methods
- machine learning approaches
- ensemble feature selection
- learning tasks
- irrelevant features
- feature set
- redundant features
- selected features
- classification models
- random forests
- genetic algorithm ga
- feature selection algorithms
- feature space
- neural network
- supervised learning
- cross validation
- training set
- feature ranking
- training data
- statistical machine learning
- image processing
- real world