Age Prediction DNA Methylation
6.0

Workflow Type: Galaxy

Age prediction using machine learning

Associated Tutorial

This workflows is part of the tutorial Age prediction using machine learning, available in the GTN

Thanks to...

Tutorial Author(s): Ekaterina Polkh, Anup Kumar

Tutorial Contributor(s): Saskia Hiltemann, Bérénice Batut, Björn Grüning, Alireza Khanteymoori, Martin Čech, Armin Dadras

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

gtn star logo followed by the word workflows

Inputs

ID Name Description Type
test_dataset test_dataset n/a
  • File
test_labels_dataset test_labels_dataset n/a
  • File
train_dataset train_dataset n/a
  • File

Steps

ID Name Description
0 Pipeline Builder toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_build_pipeline/sklearn_build_pipeline/1.0.8.1
4 Hyperparameter Search toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_searchcv/sklearn_searchcv/1.0.8.1
5 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.1
6 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

Outputs

ID Name Description Type
_anonymous_output_1 _anonymous_output_1 n/a
  • File
_anonymous_output_2 _anonymous_output_2 n/a
  • File
_anonymous_output_6 _anonymous_output_6 n/a
  • File
_anonymous_output_7 _anonymous_output_7 n/a
  • File
_anonymous_output_8 _anonymous_output_8 n/a
  • File
_anonymous_output_9 _anonymous_output_9 n/a
  • File
_anonymous_output_10 _anonymous_output_10 n/a
  • File
_anonymous_output_11 _anonymous_output_11 n/a
  • File

Version History

6.0 (earliest) Created 2nd Jun 2025 at 14:16 by GTN Bot

Added/updated 4 files


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Views: 67   Downloads: 6   Runs: 0

Created: 2nd Jun 2025 at 14:16

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