Describe Data Relationships

Providing a natural language description of how your data fields interrelate helps the AI model understand context and improves accuracy.

Steps:

1. Access the Data Relationships Section:

   • In your project dashboard, navigate to "Data Relationships."

2. Describe Relationships:

   • Example: "The 'Damage Severity' is determined by analyzing the 'Claim Description' text and the 'Damage Images' provided."

   • Explain how different fields influence each other.

3. Provide Contextual Information:

   • Example: "Water stains in images often indicate 'Water' damage type, whereas broken windows suggest 'Vandalism' or 'Wind' damage."

4. Specify Conditional Logic:

   • Example: "If 'Damage Severity' is 'Severe' and 'Damage Type' is 'Fire', then 'Requires Immediate Attention' should be 'True'."

5. Save Your Descriptions:

   • Click "Save" to store your data relationships descriptions.

What This Does:

• Enhances Model Understanding: Provides the AI with additional context to make more accurate predictions.

• Improves Accuracy: Helps the model learn the nuances and complexities of your data.