Keyphrases
Loan Default Prediction
100%
Image Repair
100%
Repair Method
100%
Cluster-based
100%
Default Prediction
100%
Synthetic Approaches
100%
Oversampling Technique
100%
Synthetic Minority Oversampling Technique (SMOTE)
100%
Class Imbalance
100%
Text-to-image
100%
Storage Media
100%
Loss Factor
100%
Parameter Acquisition
75%
Multi-layer Perception
50%
Model Bias
50%
Data Synthetization
50%
Augmented Dataset
50%
Loan Default
50%
XGBoost Classifier
50%
Simpson's Paradox
50%
Family Loans
50%
Public Loan
50%
CatBoost Classifier
50%
Freddie Mac
50%
Minority Class
50%
Performance Evaluation Index
50%
Ensemble Learning
50%
Training Samples
50%
Testing Sample
50%
Clustering Methods
50%
Model Performance
50%
Single-family
50%
Hierarchical Clustering
50%
State-of-the-art Techniques
50%
Preprocessing Techniques
50%
Decision Tree
50%
Classification Model
50%
Binary Classification
50%
Performance Prediction
50%
Reconstruction Loss
37%
Distribution Losses
37%
Inpainting Method
33%
Human Readability
16%
Degraded Document
16%
Plug-in Module
16%
Financial Documents
16%
Recognition Error
16%
Line Image
16%
Character Lines
16%
Distribution Difference
12%
Computer Science
Class Imbalance
100%
Experimental Result
50%
Ensemble Learning
50%
Extreme Gradient Boosting
50%
Performance Evaluation
50%
Minority Class
50%
Predictive Performance
50%
Decision Trees
50%
Performance Model
50%
Generalizability
50%
Binary Classification
50%
Hierarchical Clustering
50%
Classification Models
50%
Evaluation Metric
50%
Preprocessing Technique
50%
Classification Problem
50%
Adaptation Strategy
25%
