Enhance Model Insights with Fiddler's Slice and Explain
Analytics Charts
There are three supported analytics chart types:
Performance Analytics β Visualize various performance metrics tailored to different task types, such as confusion matrices, prediction scatterplots, and more.
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.
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:
Events β Browse a sample of 1,000 events.
Data Drift β View a breakdown of drift for your features, along with prediction drift impact.
Data Integrity β Review a summary of data integrity violations, including counts across range, type, and missing value issues.
Analyze β View performance and feature analytics charts.

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