ml_classification

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Workflow Type: Galaxy

Classification in Machine Learning

Associated Tutorial

This workflows is part of the tutorial ml_classification, available in the GTN

Features

Thanks to...

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

Workflow Author(s): Anup Kumar

gtn star logo followed by the word workflows

SEEK ID: https://dev.workflowhub.eu/workflows/1331?version=2

Inputs

ID Name Description Type
test_rows.csv test_rows.csv n/a
  • File
test_rows_labels.csv test_rows_labels.csv n/a
  • File
train_rows.csv train_rows.csv 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 Nearest Neighbors Classification toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/1.0.11.0
6 Support vector machines (SVMs) toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.11.0
7 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
8 Remove beginning Remove beginning1
9 Hyperparameter Search toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_searchcv/sklearn_searchcv/1.0.11.0
10 Generalized linear models toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.11.0
11 Nearest Neighbors Classification toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/1.0.11.0
12 Support vector machines (SVMs) toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.11.0
13 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
14 Ensemble methods toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.11.0
15 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/0.3
16 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/0.3
17 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/0.3
18 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/0.3
19 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/0.3

Version History

3.0 (latest) Created 16th Sep 2024 at 14:07 by Helena Rasche

Added/updated 4 files


Open master 944669c

2.0 Created 16th Jul 2024 at 14:08 by Helena Rasche

Added/updated 4 files


Frozen 2.0 6a71399

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

Added/updated 4 files


Frozen 7.0 6c93c70
help Creators and Submitter
Creators
Not specified
Submitter
Discussion Channel
GTN Matrix
Tool
scikit-learn
License
MIT License
Activity

Views: 543   Downloads: 196

Created: 25th Jun 2024 at 11:25

Last updated: 16th Sep 2024 at 14:07

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Total size: 228 KB
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