Median-KNN Regressor-SMOTE-Tomek Links for Handling Missing and Imbalanced Data in Air Quality Prediction.
Winoto ChandraBambang SuprihatinYulia RestiPublished in: Symmetry (2023)
Keyphrases
- imbalanced data
- knn
- quality prediction
- feature selection
- k nearest neighbor
- support vector machine
- image quality
- nearest neighbor
- text categorization
- imbalanced data sets
- imbalanced datasets
- text classification
- missing data
- linear regression
- class distribution
- distance function
- classification models
- ensemble methods
- class imbalance
- support vector machine svm
- machine learning
- random forest
- feature extraction
- svm classifier
- feature space
- classification accuracy
- feature set
- training data
- multi class
- minority class
- high dimensionality
- base classifiers
- supervised learning
- missing values
- classification algorithm
- semi supervised
- dimensionality reduction