Deep One-Class AUC Visualizer
Choose Dataset:
MNIST - Class 0
MNIST - Class 1
MNIST - Class 2
MNIST - Class 3
MNIST - Class 4
MNIST - Class 5
MNIST - Class 6
MNIST - Class 7
MNIST - Class 8
MNIST - Class 9
CIFAR-10 - Class: Airplane
Preprocessing Layers:
BatchNorm
Dropout
ZCA Whitening
Midprocessing Layers:
Attention Block
Residual Skip
Postprocessing Layers:
LayerNorm
Dense Projection
Run Simulation
Python-Generated AUC Visualizations
1. Benchmark vs Simulated AUC (Bar Plot)
2. Heatmap of Simulated AUC
3. Histogram of Simulated AUC
4. Violin Plot of AUC by Layer
5. Line Plot of Simulated AUC
6. 3D Scatter Plot
7. Boxplot of Simulated AUC
8. Radar Plot of Top Simulated AUCs
9. Pairplot of Layers vs AUC
10. KDE Jointplot