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View a dataset's numeric correlations

Overview​

H2O Model Validation allows you to view pairwise correlations between numerical columns of a dataset.

note

Non-numerical columns are excluded from the correlation matrix.

Instructions​

To view the correlation matrix of a dataset, consider the following instructions:

  1. In the H2O Model Validation navigation menu, click Datasets.
  2. In the Datasets table, click the name of the dataset you want to view correlations for.
  3. Select the Correlations tab.

Metrics​

Feature correlations​

The feature correlations heatmap displays the numeric pairwise correlations between numerical columns of a dataset.

Correlation Matrix

  • Methods:
    • Pearson
    • Spearman
    • Kendall
  • Values:
    • Raw
    • Absolute
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