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Add example how to define custom metric from a math formula

Open maurever opened this issue 1 year ago • 1 comments

Improve this documentation page: https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/algo-params/custom_metric_func.html

Add an example of how to transform math formula to Map/Reduce/Metric code.

maurever avatar Dec 01 '23 09:12 maurever

Support ticket: https://support.h2o.ai/a/tickets/107079

It is not clear how the custom metrics are supported. Examples are given without any explanation of what is what. Here are the links that talked about custom metrics:

https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/algo-params/custom_metric_func.html h2o-tutorials/tutorials/custom_metric_func/CustomMetricFuncClassification.ipynb at master · h2oai/h2o-tutorials · GitHub h2o-tutorials/tutorials/custom_metric_func/utils_model_metrics.py at master · h2oai/h2o-tutorials · GitHub https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/dev/custom_functions.md https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/algo-params/custom_distribution_func.html

We need to clarify it.

wendycwong avatar Jan 03 '24 21:01 wendycwong