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ubiops_r_pipeline_example's Introduction

A ubiops R pipeline

This is a quick project that only contains the three deployment zips of a pipeline.

I worked through the webinterface for this project but you could do it with the CLI or client packages too.

This is a pipeline that combines three packages

  • test-set-creator
  • winepredictr
  • scorer

In short: the testset creates a subset of the red-wine dataset without the quality score The winepredictr uses a previously trained model to predict quality of wines given their features, and returns a dataset with predicted quality The scorer takes the results, matches them to a testset and calculates the performance.

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