Enhance Model Insights with Fiddler's Slice and Explain

Analytics Charts

There are three supported analytics chart types:

  1. Performance Analytics β€” Visualize various performance metrics tailored to different task types, such as confusion matrices, prediction scatterplots, and more.

  2. Feature Analytics β€” Analyze the behavior and relationships between features, helping to identify patterns and insights within the data, using feature distribution, feature correlation, and correlation matrix charts.

  3. Metric Card β€” Display a single numeric representation of a metric, offering a concise overview of performance, data quality, data integrity, or custom metrics on a card.

Root Cause Analysis

The Root Cause Analysis (RCA) experience consists of four parts, all based on the FQL segment and time range provided in the monitoring chart:

  1. Events β€” Browse a sample of 1,000 events.

  2. Data Drift β€” View a breakdown of drift for your features, along with prediction drift impact.

  3. Data Integrity β€” Review a summary of data integrity violations, including counts across range, type, and missing value issues.

  4. Analyze β€” View performance and feature analytics charts.

Root Cause Analyze Experience

❓ Questions? Talk to a product expert or request a demo.

πŸ’‘ Need help? Contact us at [email protected].

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