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dotnet / machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.
https://dot.net/ml
MIT License
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[AutoML] Provide a Predict CLI command, similar to the mlnet-autotrain command #4130

Open inchiosa opened 4 years ago

inchiosa commented 4 years ago

Provide a Predict CLI command, similar to the mlnet-autotrain command

justinormont commented 4 years ago

Greetings @inchiosa -- I fully agree, this has been a rather long standing issue. We provide a way to automatically train a model from the commandline, but we do not provide a way to score a test dataset from the commandline.

I think it would look like:

mlnet predict --test-dataset TestData.tsv --model file.zip

This would do a bulk prediction of all rows in the test dataset.

One difficulty is knowing the input schema. For this I would recommend that the mlnet auto-train stores the text-loader settings in the model zip file.