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Version: v0.15.0

Import/upload a dataset

You can import a dataset from a Connection or upload a dataset from your local machine to H2O Model Validation.

note

You can import datasets to H2O Model Validation on the Connections or Datasets card.

  • Connections card: To learn how to import a dataset on the Connections card, see Import a Connection's datasets.
  • Datasets card: Consider the instructions below to learn how to import a dataset on the Datasets card.

Instructions​

Import from a Connection​

To import a dataset to H2O Model Validation from a Connection, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Datasets.
  2. Click Import datasets.
  3. In the Dataset host box, select a host (one of your created Connections).
    note

    The host refers to a created Connection to a Platform.

  4. In the datasets table, select the dataset(s) you want to import.
  5. In the Import to local platform checkbox, unchecked or checked.
    note
    • Leaving this box checked imports the dataset to H2O Model Validation in the sense that the Connection utilized to import the dataset does not have to be activated to implement the following validation tests: Drift detection and Adversarial similarity.
    • Worker:
      • Drift detection: To run a drift detection test on a dataset, you do not need to set a Connection as Worker.
      • Adversarial similarity: To run an adversarial similarity test on a model or dataset, you need to define a Connection (any) as a Worker.To learn more, see Set a Connection as Worker.
  6. Click Import.
note

In the Connections card, you can also import datasets from a Connection. To learn more, see Import a Connection's datasets.

Upload from a local machine​

To upload a dataset to H2O Model Validation from your local machine, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Datasets.
  2. Click Import datasets.
  3. In the Dataset host box, select Local platform.
  4. Click Browse....
  5. Click Import.
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