Mercurial > repos > bgruening > sklearn_lightgbm
annotate test-data/get_params11.tabular @ 1:9b70bf3306e5 draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9e28f4466084464d38d3f8db2aff07974be4ba69"
author | bgruening |
---|---|
date | Wed, 11 Mar 2020 13:45:11 -0400 |
parents | 13226b2ddfb4 |
children |
rev | line source |
---|---|
0
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
1 Parameter Value |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
2 * memory memory: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
3 * steps "steps: [('editednearestneighbours', EditedNearestNeighbours(kind_sel='all', n_jobs=1, n_neighbors=3, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
4 random_state=None, ratio=None, return_indices=False, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
5 sampling_strategy='auto')), ('randomforestclassifier', RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
6 max_depth=None, max_features='auto', max_leaf_nodes=None, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
7 min_impurity_decrease=0.0, min_impurity_split=None, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
8 min_samples_leaf=1, min_samples_split=2, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
9 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
10 oob_score=False, random_state=None, verbose=0, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
11 warm_start=False))]" |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
12 @ editednearestneighbours "editednearestneighbours: EditedNearestNeighbours(kind_sel='all', n_jobs=1, n_neighbors=3, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
13 random_state=None, ratio=None, return_indices=False, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
14 sampling_strategy='auto')" |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
15 @ randomforestclassifier "randomforestclassifier: RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
16 max_depth=None, max_features='auto', max_leaf_nodes=None, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
17 min_impurity_decrease=0.0, min_impurity_split=None, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
18 min_samples_leaf=1, min_samples_split=2, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
19 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
20 oob_score=False, random_state=None, verbose=0, |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
21 warm_start=False)" |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
22 @ editednearestneighbours__kind_sel editednearestneighbours__kind_sel: 'all' |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
23 * editednearestneighbours__n_jobs editednearestneighbours__n_jobs: 1 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
24 @ editednearestneighbours__n_neighbors editednearestneighbours__n_neighbors: 3 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
25 @ editednearestneighbours__random_state editednearestneighbours__random_state: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
26 @ editednearestneighbours__ratio editednearestneighbours__ratio: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
27 @ editednearestneighbours__return_indices editednearestneighbours__return_indices: False |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
28 @ editednearestneighbours__sampling_strategy editednearestneighbours__sampling_strategy: 'auto' |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
29 @ randomforestclassifier__bootstrap randomforestclassifier__bootstrap: True |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
30 @ randomforestclassifier__class_weight randomforestclassifier__class_weight: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
31 @ randomforestclassifier__criterion randomforestclassifier__criterion: 'gini' |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
32 @ randomforestclassifier__max_depth randomforestclassifier__max_depth: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
33 @ randomforestclassifier__max_features randomforestclassifier__max_features: 'auto' |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
34 @ randomforestclassifier__max_leaf_nodes randomforestclassifier__max_leaf_nodes: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
35 @ randomforestclassifier__min_impurity_decrease randomforestclassifier__min_impurity_decrease: 0.0 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
36 @ randomforestclassifier__min_impurity_split randomforestclassifier__min_impurity_split: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
37 @ randomforestclassifier__min_samples_leaf randomforestclassifier__min_samples_leaf: 1 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
38 @ randomforestclassifier__min_samples_split randomforestclassifier__min_samples_split: 2 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
39 @ randomforestclassifier__min_weight_fraction_leaf randomforestclassifier__min_weight_fraction_leaf: 0.0 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
40 @ randomforestclassifier__n_estimators randomforestclassifier__n_estimators: 'warn' |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
41 * randomforestclassifier__n_jobs randomforestclassifier__n_jobs: 1 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
42 @ randomforestclassifier__oob_score randomforestclassifier__oob_score: False |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
43 @ randomforestclassifier__random_state randomforestclassifier__random_state: None |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
44 * randomforestclassifier__verbose randomforestclassifier__verbose: 0 |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
45 @ randomforestclassifier__warm_start randomforestclassifier__warm_start: False |
13226b2ddfb4
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff
changeset
|
46 Note: @, searchable params in searchcv too. |