Evaluation of Empirical and Machine Learning Algorithms for Estimation of Coastal Water Quality Parameters.
Majid NazeerAhmad WaqasMuhammad BilalMuhammad Imran ShahzadMohammad M. M. AlsahliPublished in: ISPRS Int. J. Geo Inf. (2017)
Keyphrases
- machine learning algorithms
- water quality
- suzhou river
- measured data
- grey relational analysis
- machine learning
- benchmark data sets
- learning algorithm
- decision trees
- learning problems
- machine learning methods
- parameter estimation
- water treatment
- predictive accuracy
- machine learning systems
- machine learning approaches
- input features
- maximum likelihood
- random forests
- water level
- water resources
- learning tasks
- learning models
- machine learning models
- decision tree learners
- dissolved oxygen
- standard machine learning algorithms
- data sets
- natural language processing
- statistical machine learning
- fuzzy logic
- reinforcement learning
- neural network