Normalized hellinger feature selection and soft margin boosting classification for water quality prediction.
Kalaivanan KaruppannanVellingiri JayagopalPublished in: Expert Syst. J. Knowl. Eng. (2024)
Keyphrases
- soft margin
- feature selection
- quality prediction
- support vector
- support vector machine
- generalization ability
- classification accuracy
- boosting algorithms
- text classification
- feature set
- machine learning
- parameter selection
- classification models
- text categorization
- feature space
- multi class
- perceptron algorithm
- image quality
- image classification
- feature subset
- training data
- feature extraction
- class conditional
- training set
- ensemble methods
- high dimensionality
- cross validation
- benchmark datasets
- support vector machine svm
- hyperplane
- knn
- image data
- generalization error
- binary classification
- machine learning methods
- linearly separable