Mercurial > repos > bgruening > sklearn_build_pipeline
annotate test-data/get_params05.tabular @ 9:019bd8289224 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 49522db5f2dc8a571af49e3f38e80c22571068f4
author | bgruening |
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date | Tue, 09 Jul 2019 19:27:47 -0400 |
parents | 913ee94945f3 |
children | 3f3c6dc38f3e |
rev | line source |
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913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
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1 Parameter Value |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
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2 * memory memory: None |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
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3 * steps "steps: [('randomforestregressor', RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
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changeset
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4 max_features='auto', max_leaf_nodes=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
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5 min_impurity_decrease=0.0, min_impurity_split=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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6 min_samples_leaf=1, min_samples_split=2, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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7 min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=1, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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8 oob_score=False, random_state=42, verbose=0, warm_start=False))]" |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
9 @ randomforestregressor "randomforestregressor: RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
10 max_features='auto', max_leaf_nodes=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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11 min_impurity_decrease=0.0, min_impurity_split=None, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
12 min_samples_leaf=1, min_samples_split=2, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
13 min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=1, |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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14 oob_score=False, random_state=42, verbose=0, warm_start=False)" |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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15 @ randomforestregressor__bootstrap randomforestregressor__bootstrap: True |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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16 @ randomforestregressor__criterion randomforestregressor__criterion: 'mse' |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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17 @ randomforestregressor__max_depth randomforestregressor__max_depth: None |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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18 @ randomforestregressor__max_features randomforestregressor__max_features: 'auto' |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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19 @ randomforestregressor__max_leaf_nodes randomforestregressor__max_leaf_nodes: None |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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20 @ randomforestregressor__min_impurity_decrease randomforestregressor__min_impurity_decrease: 0.0 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
21 @ randomforestregressor__min_impurity_split randomforestregressor__min_impurity_split: None |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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22 @ randomforestregressor__min_samples_leaf randomforestregressor__min_samples_leaf: 1 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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23 @ randomforestregressor__min_samples_split randomforestregressor__min_samples_split: 2 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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24 @ randomforestregressor__min_weight_fraction_leaf randomforestregressor__min_weight_fraction_leaf: 0.0 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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25 @ randomforestregressor__n_estimators randomforestregressor__n_estimators: 100 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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26 * randomforestregressor__n_jobs randomforestregressor__n_jobs: 1 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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27 @ randomforestregressor__oob_score randomforestregressor__oob_score: False |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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28 @ randomforestregressor__random_state randomforestregressor__random_state: 42 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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29 * randomforestregressor__verbose randomforestregressor__verbose: 0 |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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30 @ randomforestregressor__warm_start randomforestregressor__warm_start: False |
913ee94945f3
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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31 Note: @, searchable params in searchcv too. |