Age Prediction DNA Methylation
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Run on GalaxyAge prediction using machine learning
Associated Tutorial
This workflows is part of the tutorial Age Prediction DNA Methylation, available in the GTN
Thanks to...
Tutorial Author(s): Ekaterina Polkh, Anup Kumar
Inputs
| ID | Name | Description | Type |
|---|---|---|---|
| test_dataset | test_dataset | n/a |
|
| test_labels_dataset | test_labels_dataset | n/a |
|
| train_dataset | train_dataset | n/a |
|
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 |
|
| _anonymous_output_2 | _anonymous_output_2 | n/a |
|
| _anonymous_output_6 | _anonymous_output_6 | n/a |
|
| _anonymous_output_7 | _anonymous_output_7 | n/a |
|
| _anonymous_output_8 | _anonymous_output_8 | n/a |
|
| _anonymous_output_9 | _anonymous_output_9 | n/a |
|
| _anonymous_output_10 | _anonymous_output_10 | n/a |
|
| _anonymous_output_11 | _anonymous_output_11 | n/a |
|
Version History
6.0 (latest) Created 16th Jul 2024 at 14:07 by Helena Rasche
Added/updated 4 files
Open
mastercb6df94
7.0 (earliest) Created 25th Jun 2024 at 11:18 by Helena Rasche
Added/updated 4 files
Frozen
7.0a7a0d77
Creators and Submitter
Views: 1372 Downloads: 522 Runs: 0
Created: 25th Jun 2024 at 11:18
Last updated: 25th Jun 2024 at 11:18
Tags AttributionsNone
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https://orcid.org/0000-0001-9760-8992
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