Workflow Type: Galaxy
Open
Machine learning: classification and regression
Associated Tutorial
This workflows is part of the tutorial Classification LSVC, available in the GTN
Features
- Includes Galaxy Workflow Tests
Thanks to...
Tutorial Author(s): Anup Kumar, Bérénice Batut
Inputs
| ID | Name | Description | Type |
|---|---|---|---|
| breast-w_targets | #main/breast-w_targets | n/a |
|
| breast-w_test | #main/breast-w_test | n/a |
|
| breast-w_train | #main/breast-w_train | n/a |
|
Steps
| ID | Name | Description |
|---|---|---|
| 3 | Support vector machines (SVMs) | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.8.1 |
| 4 | Support vector machines (SVMs) | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.8.1 |
| 5 | Plot confusion matrix, precision, recall and ROC and AUC curves | toolshed.g2.bx.psu.edu/repos/bgruening/plotly_ml_performance_plots/plotly_ml_performance_plots/0.1 |
Outputs
| ID | Name | Description | Type |
|---|---|---|---|
| _anonymous_output_4 | #main/_anonymous_output_4 | n/a |
|
| output_confusion | #main/output_confusion | n/a |
|
| output_prf | #main/output_prf | n/a |
|
| output_roc | #main/output_roc | n/a |
|
Version History
6.0 (earliest) Created 25th Jun 2024 at 11:21 by Helena Rasche
Added/updated 4 files
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master
f6b755e
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Views: 1000 Downloads: 304 Runs: 0
Created: 25th Jun 2024 at 11:20
Last updated: 25th Jun 2024 at 11:21
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https://orcid.org/0000-0001-9760-8992