Classification of As, Pb and Cd Heavy Metal Ions Using Square Wave Voltammetry, Dimensionality Reduction and Machine Learning.
Jersson X. Leon-MedinaDiego A. TibaduizaJuan C. BurgosMartha CuencaDreidy VasquezPublished in: IEEE Access (2022)
Keyphrases
- machine learning
- dimensionality reduction
- pattern recognition
- machine learning methods
- decision trees
- machine learning algorithms
- text classification
- classification accuracy
- support vector machine
- high dimensionality
- feature extraction
- feature selection
- dimension reduction
- supervised learning
- supervised classification
- benchmark datasets
- support vector machine svm
- support vector
- classification systems
- classification algorithm
- classification method
- principal component analysis
- pattern classification
- data representation
- feature space
- machine learning approaches
- model selection
- automatic classification
- low dimensional
- image classification
- feature vectors
- reinforcement learning
- training set
- manifold learning
- pattern recognition and machine learning
- roc analysis
- dimensionality reduction methods
- kernel learning
- learning algorithm
- preprocessing
- classification scheme
- high dimensional
- high dimensional data
- inductive logic programming
- information extraction
- text mining
- data mining
- unsupervised learning
- semi supervised learning