Exploratory Data Analysis and Credit Score Classification for Credit Scoring Based on Improved Artificial Neural Network Models with Channel Attention Mechanisms.
Yuting PengPublished in: DSAI (2024)
Keyphrases
- credit scoring
- support vector machine svm
- logistic regression
- exploratory data analysis
- artificial neural network models
- support vector
- decision trees
- predictive modeling
- data mining technology
- data mining
- credit card
- support vector machine
- classification accuracy
- principal components analysis
- knowledge discovery
- knn
- feature vectors
- text classification
- data visualization
- pattern recognition
- loss function
- information entropy
- machine learning
- radial basis function
- classification rules
- k nearest neighbor
- feature set
- preprocessing
- decision rules
- data clustering
- formal concept analysis
- model selection
- feature space
- data analysis
- feature extraction
- image processing
- feature selection