Would credit scoring work for Islamic finance? A neural network approach

Keyphrases

• Scoring Model 100%
• Neural Network Method 100%
• Credit Scoring 100%
• Islamic Finance 100%
• Credit Application 83%
• Decision-making Process 50%
• Multilayer Perceptron 50%
• Holdout 50%
• Modeling Techniques 33%
• Correct Classification Rate 33%
• Bad Credit 33%
• Design Methodology 16%
• Marital Status 16%
• Predictive Ability 16%
• Logistic Regression Model 16%
• Statistical Modeling Technique 16%
• Logistic Regression 16%
• Discriminant Analysis 16%
• Multilayer Perceptron Neural Network (MLPNN) 16%
• Misclassification Cost 16%
• Credit History 16%
• Opportunity Cost 16%
• Islamic Financial Products 16%

Economics, Econometrics and Finance

• Credit Rating 100%
• Credit 100%
• Islamic Finance 100%
• Logit Model 25%
• Discriminant Analysis 12%
• Opportunity Cost 12%

Engineering

• Neural Network Approach 100%
• Perceptron 100%
• Correct Classification Rate 50%
• Predictive Capability 25%
• Misclassification 25%
• Real Data 25%