Workflows

These workflows are associated with Regression in Machine Learning

To use these workflows in Galaxy you can either click the links to download the workflows, or you can right-click and copy the link to the workflow which can be used in the Galaxy form to import workflows.

ml_regression
Anup Kumar

Last updated May 21, 2024

Launch in Tutorial Mode question
License: MIT
Tests: ✅ Results: Not yet automated

flowchart TD
  0["ℹ️ Input Dataset\ntrain_rows"];
  style 0 stroke:#2c3143,stroke-width:4px;
  1["ℹ️ Input Dataset\ntest_rows_labels"];
  style 1 stroke:#2c3143,stroke-width:4px;
  2["ℹ️ Input Dataset\ntest_rows"];
  style 2 stroke:#2c3143,stroke-width:4px;
  3["Pipeline Builder"];
  4["Generalized linear models"];
  0 -->|output| 4;
  0 -->|output| 4;
  5["Ensemble methods"];
  0 -->|output| 5;
  0 -->|output| 5;
  6["Remove beginning"];
  1 -->|output| 6;
  7["Hyperparameter Search"];
  3 -->|outfile| 7;
  0 -->|output| 7;
  0 -->|output| 7;
  8["Generalized linear models"];
  2 -->|output| 8;
  4 -->|outfile_fit| 8;
  9["Ensemble methods"];
  2 -->|output| 9;
  5 -->|outfile_fit| 9;
  10["Ensemble methods"];
  2 -->|output| 10;
  7 -->|outfile_object| 10;
  11["Plot actual vs predicted curves and residual plots"];
  6 -->|out_file1| 11;
  8 -->|outfile_predict| 11;
  12["Plot actual vs predicted curves and residual plots"];
  1 -->|output| 12;
  9 -->|outfile_predict| 12;
  13["Plot actual vs predicted curves and residual plots"];
  1 -->|output| 13;
  10 -->|outfile_predict| 13;
	

Importing into Galaxy

Below are the instructions for importing these workflows directly into your Galaxy server of choice to start using them!
Hands-on: Importing a workflow
  • Click on Workflow on the top menu bar of Galaxy. You will see a list of all your workflows.
  • Click on galaxy-upload Import at the top-right of the screen
  • Provide your workflow
    • Option 1: Paste the URL of the workflow into the box labelled “Archived Workflow URL”
    • Option 2: Upload the workflow file in the box labelled “Archived Workflow File”
  • Click the Import workflow button

Below is a short video demonstrating how to import a workflow from GitHub using this procedure: