Water quality prediction and classification based on principal component regression and gradient boosting classifier approach.
Md. Saikat Islam KhanNazrul IslamJia UddinSifatul IslamMostofa Kamal NasirPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- water quality
- classification method
- classification algorithm
- class labels
- gradient boosting
- support vector
- support vector machine
- feature selection
- decision trees
- svm classifier
- training samples
- feature space
- principal component regression
- multi layer perceptron
- classification models
- k nearest neighbour
- training set
- feature set
- training data
- feature vectors
- classification accuracy
- support vector machine svm
- learning algorithm
- single feature
- pattern classification
- text classification
- training process
- partial least squares
- prediction accuracy
- base learners
- unsupervised learning
- k nearest neighbor
- feature selection algorithms
- feature ranking
- input space
- image classification
- machine learning methods
- fuzzy rules
- benchmark datasets