Enhance Model Insights with Fiddler's Slice and Explain

Analytics Charts

There are three supported analytics chart types:

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

2. Feature Analytics — 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 — 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 — Browse a sample of 1,000 events.

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

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

4. Analyze — View performance and feature analytics charts.

Root Cause Analyze Experience

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