Workflow Type: Galaxy

Regression in Machine Learning

Associated Tutorial

This workflows is part of the tutorial Regression in Machine Learning, available in the GTN

Features

Thanks to...

Workflow Author(s): Anup Kumar

Tutorial Author(s): Alireza Khanteymoori, Anup Kumar, Simon Bray

Tutorial Contributor(s): Helena Rasche, Saskia Hiltemann, Björn Grüning, Alireza Khanteymoori, Martin Čech, Armin Dadras, Teresa Müller, Anup Kumar

Funder(s): ELIXIR Europe, de.NBI, University of Freiburg

gtn star logo followed by the word workflows

Inputs

ID Name Description Type
test_rows test_rows n/a
  • File
test_rows_labels test_rows_labels n/a
  • File
train_rows train_rows n/a
  • File

Steps

ID Name Description
3 Pipeline Builder toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_build_pipeline/sklearn_build_pipeline/1.0.11.0
4 Generalized linear models toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.11.0
5 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
6 Remove beginning Remove beginning1
7 Hyperparameter Search toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_searchcv/sklearn_searchcv/1.0.11.0
8 Generalized linear models toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.11.0
9 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
10 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
11 Plot actual vs predicted curves and residual plots toolshed.g2.bx.psu.edu/repos/bgruening/plotly_regression_performance_plots/plotly_regression_performance_plots/0.1
12 Plot actual vs predicted curves and residual plots toolshed.g2.bx.psu.edu/repos/bgruening/plotly_regression_performance_plots/plotly_regression_performance_plots/0.1
13 Plot actual vs predicted curves and residual plots toolshed.g2.bx.psu.edu/repos/bgruening/plotly_regression_performance_plots/plotly_regression_performance_plots/0.1

Version History

1.0 (earliest) Created 2nd Jun 2025 at 11:02 by GTN Bot

Added/updated 4 files


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Created: 2nd Jun 2025 at 11:02

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