A hybrid heuristic algorithm for evolving models in simultaneous scenarios of classification and clustering.
Mariela CerradaJosé AguilarJunior AltamirandaRené-Vinicio SánchezPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- classification models
- unsupervised classification
- machine learning
- machine learning algorithms
- pattern classification
- pattern recognition
- decision trees
- unsupervised learning
- model selection
- probabilistic model
- high dimensionality
- automatic classification
- classification accuracy
- classification algorithm
- support vector machine svm
- clustering method
- clustering algorithm
- machine learning methods
- classification method
- gene expression profiles
- real world
- decision rules
- class labels
- k means
- support vector
- feature extraction
- supervised learning
- prior knowledge
- statistical models
- pairwise
- data clustering
- feature selection
- training data
- machine learning approaches
- similarity measure