Classification LSVC
6.0

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Workflow Type: Galaxy

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

SEEK ID: https://dev.workflowhub.eu/workflows/1294?version=1

Inputs

ID	Name	Description	Type
breast-w_targets	#main/breast-w_targets	n/a	File
breast-w_test	#main/breast-w_test	n/a	File
breast-w_train	#main/breast-w_train	n/a	File

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	File
output_confusion	#main/output_confusion	n/a	File
output_prf	#main/output_prf	n/a	File
output_roc	#main/output_roc	n/a	File

Version History

6.0 (earliest) Created 25th Jun 2024 at 11:21 by Helena Rasche

Added/updated 4 files

Open master f6b755e

Creators and Submitter

Creators

Not specified

Submitter

Helena Rasche

Discussion Channel

GTN Matrix

Tool

scikit-learn

License

Creative Commons Attribution 4.0 International

Activity

Views: 288 Downloads: 81

Created: 25th Jun 2024 at 11:20

Last updated: 25th Jun 2024 at 11:21

Classification LSVC 6.0