Model Risk Based on Research and Implement Reliability Distinction

[DonZandbergen]

Description

In the map layers "rapportage," "schadeoorzaak," "kwaliteit," and "handhavingstermijn," the established value of one building is assumed for all buildings in a cluster. This is incorrect. A distinction needs to be made between cluster reliability and established values.

The supercluster cannot be used here as it does not lead to reliable results.

This distinction must also be incorporated into the unclassified_risk so that there is a difference in reliability for this risk "based on research." This can be included as two different map layers in the risk mapset:

• Risk based on research
• Risk derived from research

Model Adjustment

Use these attributes to create a model based on the values:

• handhavingstermijn
• kwaliteit
• schadeoorzaak
• FunderScanresultaat

Actions

1. Calculate Reliability and Established Values

   • Determine the reliability and established values separately for each building in a cluster.

2. Update Map Layers

   • Ensure that the map layers "rapportage," "schadeoorzaak," "kwaliteit," and "handhavingstermijn" reflect the correct values for each building individually rather than assuming the value of one building for the entire cluster.

3. Distinguish Between Risk Based on Research and Derived Risk

   • Incorporate the distinction into the unclassified_risk and create two different map layers in the risk mapset:
     • Risk based on research
     • Risk derived from research

4. Adjust the Model

   • Use the attributes "handhavingstermijn," "kwaliteit," "schadeoorzaak," and "FunderScanresultaat" to adjust the model and accurately represent the risks.

5. Documentation Updates

   • Update the documentation to reflect the changes in how risks are calculated and displayed.

6. Testing and Validation

   • Test the updated model and map layers to ensure accuracy.
   • Validate that the distinction between cluster reliability and established values is correctly implemented.

7. Deployment

   • Deploy the updated model and map layers to the production environment.

Expected Behavior

• Map layers should reflect the correct values for each building individually.
• Two new map layers should be created to distinguish between risk based on research and derived risk.
• The model should accurately represent the risks using the specified attributes.

Additional Information

• Ensure that the distinction between cluster reliability and established values is accurately reflected in the map layers and the model.
• Update the documentation to clearly explain the changes and how the risks are calculated.