Add support for `classification_report`

mars-project / mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

https://mars-project.readthedocs.io

Apache License 2.0

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Add support for `classification_report` #2733

Open hekaisheng opened 2 years ago

hekaisheng commented 2 years ago

Is your feature request related to a problem? Please describe. Implements classification_report for classification metrics.(https://scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html)

GaneshSingh757 commented 2 years ago

Hi. I would like to work on this feature, can you please give me a little more detail?....Do we need to add a new script inside "mars/mars/metrics/" that generates the classification report?

tsabbir96 commented 1 year ago

@hekaisheng Hi, Can I continue to this issue if that's okay?

As far as I understood the requirements are something like this:

Implement a function that can generate reports for the major classification metrics.

My questions:

Should I assume that this function should be kept in this directory: mars/mars/metrcs? Or should I create a backend just like prometheus or console for this ?

rohitsinghnaruka commented 1 month ago

is this open to work ?? as i'm intrested to work upon this @hekaisheng