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Version: v0.16.0

Compare datasets

Overview​

You can compare datasets to understand the similarities and differences between them. You can compare datasets in H2O Model Validation on a column basis. You have to select one column at a time to see an array of metrics about the column across selected datasets.

note

H2O Model Validation utilizes the dataset's summaries to compare the datasets.

Compare datasets

Instructions​

To compare datasets, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Datasets.
  2. Click the Select datasets toggle.
  3. In the datasets table, select at least two datasets to compare.
  4. Click Compare.
  5. In the Pick a column box, select or search the column(s) you want to compare.
note
  • In the Dataset summary tab, a comparison table appears.
  • In the other tabs, you can observe the comparison metrics of certain tests associated with the selected datasets.
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