ml_classification Version 1
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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 |
|---|---|---|
| 10 | Generalized linear models | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.2 |
| 11 | Nearest Neighbors Classification | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/1.0.8.2 |
| 12 | Support vector machines (SVMs) | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.8.2 |
| 13 | Ensemble methods | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.2 |
| 14 | Hyperparameter Search | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_searchcv/sklearn_searchcv/1.0.8.2 |
| 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/0.2 |
| 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/0.2 |
| 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/0.2 |
| 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/0.2 |
| 19 | Ensemble methods | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.2 |
| 20 | 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/0.2 |
| 3 | Pipeline Builder | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_build_pipeline/sklearn_build_pipeline/1.0.8.2 |
| 4 | Generalized linear models | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.2 |
| 5 | Nearest Neighbors Classification | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/1.0.8.2 |
| 6 | Support vector machines (SVMs) | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0.8.2 |
| 7 | Ensemble methods | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.2 |
| 8 | Remove beginning | Remove beginning1 |
| 9 | Estimator attributes | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_estimator_attributes/sklearn_estimator_attributes/1.0.8.2 |
Version History
5 (earliest) Created 22nd Apr 2024 at 11:12 by Helena Rasche
Added/updated 3 files
Open
master5608cb1
Creators and Submitter
Views: 27
Created: 22nd Apr 2024 at 11:12
Last updated: 22nd Apr 2024 at 11:12
AttributionsNone
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https://orcid.org/0000-0001-9760-8992
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