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A Hybrid Method of K-Nearest Neighbors with Decision Tree for Water Quality Classification in Aquaculture.
Mahdi Hamzaoui
Mohamed Ould-Elhassen Aoueileyine
Ridha Bouallegue
Published in:
ICCCI (CCIS Volume) (2023)
Keyphrases
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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