Fraud Detection on Dataset 2 (Baseline Metrics)
1Baseline Performance ScoreSKLearn Neural Network (Baseline)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=0%2025.02 | 1 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=25%2025.02 | 0.87 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=0%2025.02 | 0.87 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=25%2025.02 | 0.45 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=50%2025.02 | 0.44 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=50%, Unknown Features Percentage=0%2025.02 | 0.41 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=50%, Unknown Features Percentage=25%2025.02 | 0.09 | — | |
| SKLearn Neural Network (Baseline)Model Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=50%2025.02 | 0.08 | — | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=0%2025.02 | — | -0.22 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=25%2025.02 | — | -0.06 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=0%2025.02 | — | -0.06 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=0%, Unknown Features Percentage=50%2025.02 | — | 0.39 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=25%2025.02 | — | 0.39 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=50%, Unknown Features Percentage=0%2025.02 | — | 0.43 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=25%, Unknown Features Percentage=50%2025.02 | — | 0.8 | |
| FRAUD-RLAModel Architecture=Neural Network, Fixed Features Percentage=50%, Unknown Features Percentage=25%2025.02 | — | 0.75 |