Mercurial > repos > bgruening > sklearn_train_test_eval
annotate test-data/get_params11.tabular @ 19:f12383ee3234 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5eca9041ce0154eded5aec07195502d5eb3cdd4f
| author | bgruening | 
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| date | Fri, 03 Nov 2023 23:01:13 +0000 | 
| parents | 68aaa903052a | 
| children | 
| rev | line source | 
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| 0 
68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 1 Parameter Value | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 2 * memory memory: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 3 * steps "steps: [('editednearestneighbours', EditedNearestNeighbours(kind_sel='all', n_jobs=1, n_neighbors=3, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 4 random_state=None, ratio=None, return_indices=False, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 5 sampling_strategy='auto')), ('randomforestclassifier', RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 6 max_depth=None, max_features='auto', max_leaf_nodes=None, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 7 min_impurity_decrease=0.0, min_impurity_split=None, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 8 min_samples_leaf=1, min_samples_split=2, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 9 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 10 oob_score=False, random_state=None, verbose=0, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 11 warm_start=False))]" | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 12 @ editednearestneighbours "editednearestneighbours: EditedNearestNeighbours(kind_sel='all', n_jobs=1, n_neighbors=3, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 13 random_state=None, ratio=None, return_indices=False, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 14 sampling_strategy='auto')" | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 15 @ randomforestclassifier "randomforestclassifier: RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 16 max_depth=None, max_features='auto', max_leaf_nodes=None, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 17 min_impurity_decrease=0.0, min_impurity_split=None, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 18 min_samples_leaf=1, min_samples_split=2, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 19 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 20 oob_score=False, random_state=None, verbose=0, | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 21 warm_start=False)" | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 22 @ editednearestneighbours__kind_sel editednearestneighbours__kind_sel: 'all' | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 23 * editednearestneighbours__n_jobs editednearestneighbours__n_jobs: 1 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 24 @ editednearestneighbours__n_neighbors editednearestneighbours__n_neighbors: 3 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 25 @ editednearestneighbours__random_state editednearestneighbours__random_state: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 26 @ editednearestneighbours__ratio editednearestneighbours__ratio: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 27 @ editednearestneighbours__return_indices editednearestneighbours__return_indices: False | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 28 @ editednearestneighbours__sampling_strategy editednearestneighbours__sampling_strategy: 'auto' | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 29 @ randomforestclassifier__bootstrap randomforestclassifier__bootstrap: True | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 30 @ randomforestclassifier__class_weight randomforestclassifier__class_weight: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 31 @ randomforestclassifier__criterion randomforestclassifier__criterion: 'gini' | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 32 @ randomforestclassifier__max_depth randomforestclassifier__max_depth: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 33 @ randomforestclassifier__max_features randomforestclassifier__max_features: 'auto' | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 34 @ randomforestclassifier__max_leaf_nodes randomforestclassifier__max_leaf_nodes: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 35 @ randomforestclassifier__min_impurity_decrease randomforestclassifier__min_impurity_decrease: 0.0 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 36 @ randomforestclassifier__min_impurity_split randomforestclassifier__min_impurity_split: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 37 @ randomforestclassifier__min_samples_leaf randomforestclassifier__min_samples_leaf: 1 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 38 @ randomforestclassifier__min_samples_split randomforestclassifier__min_samples_split: 2 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 39 @ randomforestclassifier__min_weight_fraction_leaf randomforestclassifier__min_weight_fraction_leaf: 0.0 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 40 @ randomforestclassifier__n_estimators randomforestclassifier__n_estimators: 'warn' | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 41 * randomforestclassifier__n_jobs randomforestclassifier__n_jobs: 1 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 42 @ randomforestclassifier__oob_score randomforestclassifier__oob_score: False | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 43 @ randomforestclassifier__random_state randomforestclassifier__random_state: None | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 44 * randomforestclassifier__verbose randomforestclassifier__verbose: 0 | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 45 @ randomforestclassifier__warm_start randomforestclassifier__warm_start: False | 
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68aaa903052a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
 bgruening parents: diff
changeset | 46 Note: @, searchable params in searchcv too. | 
