Actionable insights in ML Models
Last updated
Last updated
The Actionable Insights feature in Graphite Note is designed to provide users with tailored, data-driven recommendations generated using Generative AI. This functionality is available for models created with binary classification, multiclass classification, and regression tasks, offering powerful insights to guide strategic decision-making.
• Actionable insights are automatically generated during the model training process if this option is enabled.
• Once the model is trained, the results are presented on the Actionable Insights Tab, offering users prescriptive analytics tailored to their specific business needs.
• These insights analyze the key drivers that most significantly influence the target outcome (e.g., churn, customer segmentation, or sales trends).
• Understand Key Drivers: Gain a clear understanding of which factors have the greatest impact on your predictions, such as customer tenure, spending patterns, or product features.
• Actionable Recommendations: Receive specific, practical strategies to address identified trends, such as improving customer retention or targeting the right customer segments.
• Business Alignment: Tailored narratives help you align insights with your business goals, ensuring data-driven actions that lead to measurable improvements.
The language used in the actionable insights can be adjusted via the User profile information page, allowing users to receive insights in their preferred language for enhanced understanding.
