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Presentation of the feature importance report

The first page

This page contains:
  • The Job name and the date/time (UTC) in the top left and right respectively
  • The heat map: each cell represents a feature. The color shade indicates if a feature is important in the model. The more important is the feature, the darker is the color.
The possible values in the heat map are:
  • A number between 0 and 1.000 rounded off to three decimal digits
  • 0.000: the value, for example 0.0001, is rounded to the nearest value.
  • 0: the feature is not used
  • N/A: the feature is not computed

For more information on the heat map, see Analyzing the heat map.

The second page

This page contains:
  • The Job name and the date/time (UTC) in the top left and right respectively
  • The parameters set in the Advanced settings tab of the tMatchModel component, including the hyper-parameters (the number of trees and tree-depth ranges)
  • The number of trees for the best model
  • The maximum tree depth for the best model
  • The model quality

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