annotate test-data/get_params04.tabular @ 0:13226b2ddfb4 draft

"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
author bgruening
date Wed, 22 Jan 2020 07:51:20 -0500
parents
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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: [('selectfrommodel', SelectFromModel(estimator=AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
4 learning_rate=1.0, n_estimators=50, random_state=None),
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
5 max_features=None, norm_order=1, prefit=False, threshold=None)), ('linearsvc', LinearSVC(C=1.0, class_weight=None, dual=True, fit_intercept=True,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
6 intercept_scaling=1, loss='squared_hinge', max_iter=1000,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
7 multi_class='ovr', penalty='l2', random_state=None, tol=0.0001,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
8 verbose=0))]"
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
9 @ selectfrommodel "selectfrommodel: SelectFromModel(estimator=AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
10 learning_rate=1.0, n_estimators=50, random_state=None),
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
11 max_features=None, norm_order=1, prefit=False, threshold=None)"
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
12 @ linearsvc "linearsvc: LinearSVC(C=1.0, class_weight=None, dual=True, fit_intercept=True,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
13 intercept_scaling=1, loss='squared_hinge', max_iter=1000,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
14 multi_class='ovr', penalty='l2', random_state=None, tol=0.0001,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
15 verbose=0)"
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
16 @ selectfrommodel__estimator__algorithm selectfrommodel__estimator__algorithm: 'SAMME.R'
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
17 @ selectfrommodel__estimator__base_estimator selectfrommodel__estimator__base_estimator: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
18 @ selectfrommodel__estimator__learning_rate selectfrommodel__estimator__learning_rate: 1.0
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
19 @ selectfrommodel__estimator__n_estimators selectfrommodel__estimator__n_estimators: 50
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
20 @ selectfrommodel__estimator__random_state selectfrommodel__estimator__random_state: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
21 @ selectfrommodel__estimator "selectfrommodel__estimator: AdaBoostClassifier(algorithm='SAMME.R', base_estimator=None,
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
22 learning_rate=1.0, n_estimators=50, random_state=None)"
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
23 @ selectfrommodel__max_features selectfrommodel__max_features: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
24 @ selectfrommodel__norm_order selectfrommodel__norm_order: 1
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
25 @ selectfrommodel__prefit selectfrommodel__prefit: False
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
26 @ selectfrommodel__threshold selectfrommodel__threshold: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
27 @ linearsvc__C linearsvc__C: 1.0
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
28 @ linearsvc__class_weight linearsvc__class_weight: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
29 @ linearsvc__dual linearsvc__dual: True
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
30 @ linearsvc__fit_intercept linearsvc__fit_intercept: True
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
31 @ linearsvc__intercept_scaling linearsvc__intercept_scaling: 1
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
32 @ linearsvc__loss linearsvc__loss: 'squared_hinge'
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
33 @ linearsvc__max_iter linearsvc__max_iter: 1000
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
34 @ linearsvc__multi_class linearsvc__multi_class: 'ovr'
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
35 @ linearsvc__penalty linearsvc__penalty: 'l2'
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
36 @ linearsvc__random_state linearsvc__random_state: None
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
37 @ linearsvc__tol linearsvc__tol: 0.0001
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
38 * linearsvc__verbose linearsvc__verbose: 0
13226b2ddfb4 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
39 Note: @, searchable params in searchcv too.