Tutorial

• Performance Estimation of Classification
  • Load the data
  • MOVAL estimation on accuracy
  • Compare estimation results
  • Estimationg of other metrics
• Performance Estimation of multi-class 2D Segmentation
  • Load the data
  • MOVAL estimation
  • Compare estimation results
• Performance Estimation of 3D Segmentation
  • Load the data
  • MOVAL estimation
  • Compare estimation results
• Analyze Model Behaviour of Classification
  • Load the data
  • MOVAL estimation
  • Get the confidence scores
  • Ridge plot to show class-specific alignment
  • Making barplot for testing cases to show overall performance
  • Making some visualizatin of images
  • Performance tracking
• Analyze Model Behvaiour of 2D Segmentation
  • Load the data
  • MOVAL estimation
  • Get the confidence scores
  • Plot the discrepancy between estimatation and real dsc
  • Plot the confidence map
• Analyze Model Behvaiour of 3D Segmentation
  • Load the data
  • MOVAL estimation
  • Get the confidence scores
  • Make the 3D scatter plot