A Hybrid Method of K-Nearest Neighbors with Decision Tree for Water Quality Classification in Aquaculture.
Mahdi HamzaouiMohamed Ould-Elhassen AoueileyineRidha BoualleguePublished in: ICCCI (CCIS Volume) (2023)
Keyphrases
- k nearest neighbor
- hybrid method
- decision trees
- support vector machine
- knn
- water quality
- classification algorithm
- classification method
- nearest neighbor
- support vector machine svm
- text classification
- nearest neighbour
- knn classifier
- nearest neighbor rule
- knn classification
- quality management
- nearest neighbor algorithm
- naive bayes
- machine learning
- feature selection
- distance measurement
- similarity search
- classification accuracy
- feature space
- training set
- binary classification tasks
- neural network
- k nearest
- support vector
- dissolved oxygen
- multi class
- feature construction
- measured data
- feature vectors
- hybrid algorithm
- pattern classification
- cost sensitive
- training data
- water level
- class labels