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train dsi data with ml emulator #196

@Vedant1

Description

@Vedant1
  • need to train data using an ml emulator
  • data must be in a dsi-compatible db and stable
  • users should be able to select which table to train on
  • users can select whether do classification or regression predictions
  • users can select which columns to use as input and which as output
  • users can select types of ml models to train on -- start with 4: decision tree, random forest, knn, linear regression
  • users can select specific metrics to evaluate -- different if classification or regression

outputs

  • output table of metrics across different models with optimal hyperparameters for each selected model on that data
  • graphs comparing the metrics of each selected model on that data

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