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Version: v0.15.0

View a model's summary

An imported model contains a model summary that you can view anytime. A model summary contains an array of summary metrics, for example, important features, scorer, validation score, etc.

Instructions​

To access a model summary, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Models.
  2. In the models table, click the name of the model you want to view its model summary.
note

When viewing a model summary, the following graph and chart appear as part of the model summary metrics:

Metrics​

Graph: Tuning process​

The Tuning process graph displays the iteration data of the experiment.

  • X-axis: Iteration (since Driverless AI is an AutoML tool, it has several iterations before the final modelling pipeline.)
  • Y-axis: Depends on the scorer of the experiment (for example, RMSE, AUC)

graph-tuning-process.png

Chart: Feature importance​

The Feature importance chart displays the top features of the experiment.

  • X-axis: Gain value (the feature's importance to the model)
  • Y-axis: Feature name

feature-importance.png

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