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Is there a way to use H2O partial_plot function to create partial dependent plot for multi-classification problem?

I have used the H2O function "partial_plot" to created the partial dependent plot for binary problem. But when I try to use the same function apply to multi-classification problem, it fails with error message.

failed with an exception: java.lang.RuntimeException: water.exceptions.H2OIllegalArgumentException: unimplemented

Does that mean we cannot use partial_plot function to run multi-classification problem? maybe some plot like the link

Solution

  • As of 3.24.0.4 it isn't implemented (as the error indicates), but I've created a JIRA ticket here where you can track the progress of this feature request and add comments if needed.