Workflow Type: Galaxy
Open
Frozen
Classification in Machine Learning
Associated Tutorial
This workflows is part of the tutorial Classification in Machine Learning, available in the GTN
Features
- Includes Galaxy Workflow Tests
- Includes a Galaxy Workflow Report
Thanks to...
Workflow Author(s): Anup Kumar
Tutorial Author(s): Alireza Khanteymoori, Anup Kumar, Simon Bray
Inputs
ID | Name | Description | Type |
---|---|---|---|
test_rows.csv | test_rows.csv | n/a |
|
test_rows_labels.csv | test_rows_labels.csv | n/a |
|
train_rows.csv | train_rows.csv | n/a |
|
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/0.4 |
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/0.4 |
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/0.4 |
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/0.4 |
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/0.4 |
Version History
3.0 (latest) Created 16th Sep 2024 at 14:07 by Helena Rasche
Added/updated 4 files
Open
master
944669c
7.0 (earliest) Created 25th Jun 2024 at 11:25 by Helena Rasche
Added/updated 4 files
Frozen
7.0
6c93c70
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Views: 448 Downloads: 161
Created: 25th Jun 2024 at 11:25
Last updated: 16th Sep 2024 at 14:07
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