Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature Selection.
Byron Guerrero RodríguezJaime Salvador-MenesesJosé García RodríguezPublished in: SOCO (2021)
Keyphrases
- data preprocessing
- random forest
- feature selection
- feature ranking
- feature set
- prediction accuracy
- ensemble classifier
- decision trees
- preprocessing step
- selected features
- ensemble methods
- fold cross validation
- preprocessing
- machine learning
- cancer classification
- data mining
- text categorization
- ensemble learning
- text classification
- multi label
- web usage mining
- feature selection algorithms
- data cleaning
- knowledge discovery
- high dimensionality
- website
- support vector
- feature space
- base classifiers
- feature subset
- classification accuracy
- naive bayes
- classification models
- class labels
- feature extraction
- high dimensional data