Predicting Water Quality Parameters in Lake Pontchartrain using Machine Learning: A comparison on K-Nearest Neighbors, Decision Trees, and Neural Networks to Predict Water Quality.
Alexis DanielsCris KoutsougerasPublished in: ICISDM (2021)
Keyphrases
- water quality
- k nearest neighbor
- neural network
- decision trees
- machine learning
- measured data
- knn
- nearest neighbor
- nearest neighbour
- support vector machine
- text classification
- machine learning algorithms
- water resources
- feature selection
- water treatment
- training set
- data mining
- naive bayes
- classification algorithm
- grey relational analysis
- k nearest
- information retrieval
- artificial neural networks
- distance function
- learning algorithm
- training data
- fuzzy logic
- feature construction
- supervised learning
- multi class
- nearest neighbor algorithm
- information extraction
- probability estimates
- nearest neighbor search
- data analysis
- input variables
- knowledge discovery
- knn classifier
- bayes error