Implementation of dynamic credit rating method based on clustering and classification technology.
Shenghong DingYuefan MaHongxia ZhouPublished in: Clust. Comput. (2019)
Keyphrases
- clustering method
- classification method
- unsupervised learning
- support vector machine
- high accuracy
- preprocessing
- unsupervised clustering
- support vector machine svm
- k means
- classification accuracy
- supervised learning
- neural network
- classification process
- detection method
- training samples
- feature set
- combination of multiple classifiers
- data sets
- feature extraction
- pattern classification
- image classification
- support vector
- segmentation method
- self organizing maps
- decision rules
- classification algorithm
- training data
- distance metric
- cluster analysis
- feature space
- benchmark data sets
- pairwise
- accuracy rate
- feature vectors
- classification procedure