Inheritance metrics feats in unsupervised learning to classify unlabeled datasets and clusters in fault prediction.
Syed Rashid AzizTamim Ahmed KhanAamer NadeemPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- learning to classify
- unsupervised learning
- supervised learning
- high dimensional datasets
- data points
- cluster analysis
- clustering algorithm
- clustering approaches
- unsupervised clustering
- semi supervised learning
- text classification
- semi supervised
- benchmark datasets
- object oriented
- data clustering
- knowledge representation
- synthetic datasets
- databases
- hierarchical clustering
- subspace clusters
- possibilistic clustering
- active learning
- feature selection
- machine learning
- clustering method
- text categorization
- unlabeled data
- evaluation metrics
- input data
- software quality
- data analysis
- decision trees
- agglomerative clustering
- data sets