Feature Analytics Creation
Creating a Feature Analytics Chart
To create a Feature Analytics chart, follow these steps:
Navigate to the
Charts
tab in your Fiddler AI instanceClick on the
Add Chart
button on the top rightIn the modal, select a project
Select Feature Analytics
Support
Feature analytics is supported for any model task type, but does not support time stamps or columns of type string
or vector
.
Available Right-Side Controls
Parameter | Value |
---|---|
Model | List of models in the project |
Version | List of versions for the selected model |
Environment |
|
Dataset | Displayed only if |
Visual | List of possible visualizations, Feature Distribution or Feature Correlation. |
Segment | - Selecting a saved segment - Defining an applied (on the fly) segment. This applied segment isn’t saved (unless specifically required by the user) and is applied for analysis purposes. |
Feature | If |
Available In-Chart Controls
Control | Value |
---|---|
Time range selection | Selecting start time and end time or time label for production data. Default is last 30 days |
Display | Select how to display the chart, Histogram or Kernel Density Estimate, depending on the data type of the feature selected. |
Displays for Feature Distribution
Kernel Density Estimate
Histogram
Displays for Feature Correlation
Line Plot
Scatter Plot
Stacked Bar Plot
Box Plot
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