Classification Error in Semi-Supervised Fuzzy C-Means.
Kamil KmitaKatarzyna Kaczmarek-MajerOlgierd HryniewiczPublished in: EUSFLAT/AGOP (2023)
Keyphrases
- classification error
- fuzzy c means
- semi supervised
- fuzzy clustering
- class labels
- labeled data
- semi supervised learning
- training set
- clustering algorithm
- possibilistic clustering
- clustering method
- unlabeled data
- training samples
- supervised learning
- decision rules
- active learning
- image segmentation
- pairwise
- k means
- membership functions
- euclidean distance
- cluster analysis
- estimation error
- generalization error
- base classifiers
- unsupervised learning
- classification accuracy
- expert systems
- similarity measure
- image processing
- data sets
- feature space
- data analysis
- pattern recognition
- hyperparameters
- optimal solution
- decision trees