Classification and Clustering for predicting breathalyzer failures.
Ana Gleice da Silva SantosLuiz Fernando Rust do CarmoCharles Bezerra do PradoPublished in: I2MTC (2023)
Keyphrases
- unsupervised learning
- pattern recognition
- classification scheme
- machine learning
- support vector machine svm
- pattern classification
- supervised classification
- high dimensionality
- classification accuracy
- k means
- unsupervised clustering
- feature extraction
- decision trees
- self organizing maps
- classification models
- nearest neighbor classification
- hierarchical clustering
- unsupervised classification
- machine learning methods
- clustering method
- preprocessing
- class labels
- classification method
- outlier detection
- support vector
- model selection
- text classification
- image classification
- supervised learning
- clustering analysis
- classification systems
- kohonen self organizing map
- microarray data analysis
- data streams
- support vector machine
- spectral clustering
- data clustering
- benchmark datasets
- information theoretic
- data sets