The impact of pre-clustering on classification of heterogeneous protein data.
Haneen AltartouriHashem TamimiYaqoub AshhabPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2022)
Keyphrases
- classification accuracy
- unsupervised classification
- unsupervised learning
- supervised classification
- pattern recognition
- feature vectors
- unsupervised clustering
- pattern classification
- clustering method
- support vector machine
- microarray data analysis
- data clustering
- classification process
- preprocessing
- gene expression profiles
- decision trees
- clustering algorithm
- text clustering
- automatic classification
- classification models
- classification method
- high dimensionality
- cluster analysis
- machine learning methods
- machine learning
- decision rules
- image classification
- training data
- feature selection
- categorical data
- classification scheme
- classification systems
- nearest neighbor
- active learning
- support vector
- feature extraction