Mercurial > repos > bgruening > model_prediction
annotate test-data/get_params05.tabular @ 1:af7ed4d45619 draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
author | bgruening |
---|---|
date | Fri, 13 Sep 2019 12:07:48 -0400 |
parents | db511406350a |
children | 6efb9bc6bf32 |
rev | line source |
---|---|
0
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
1 Parameter Value |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
2 * memory memory: None |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
3 * steps "steps: [('randomforestregressor', RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
4 max_features='auto', max_leaf_nodes=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
5 min_impurity_decrease=0.0, min_impurity_split=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
6 min_samples_leaf=1, min_samples_split=2, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
7 min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=1, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
8 oob_score=False, random_state=42, verbose=0, warm_start=False))]" |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
9 @ randomforestregressor "randomforestregressor: RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
10 max_features='auto', max_leaf_nodes=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
11 min_impurity_decrease=0.0, min_impurity_split=None, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
12 min_samples_leaf=1, min_samples_split=2, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
13 min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=1, |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
14 oob_score=False, random_state=42, verbose=0, warm_start=False)" |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
15 @ randomforestregressor__bootstrap randomforestregressor__bootstrap: True |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
16 @ randomforestregressor__criterion randomforestregressor__criterion: 'mse' |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
17 @ randomforestregressor__max_depth randomforestregressor__max_depth: None |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
18 @ randomforestregressor__max_features randomforestregressor__max_features: 'auto' |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
19 @ randomforestregressor__max_leaf_nodes randomforestregressor__max_leaf_nodes: None |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
20 @ randomforestregressor__min_impurity_decrease randomforestregressor__min_impurity_decrease: 0.0 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
21 @ randomforestregressor__min_impurity_split randomforestregressor__min_impurity_split: None |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
22 @ randomforestregressor__min_samples_leaf randomforestregressor__min_samples_leaf: 1 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
23 @ randomforestregressor__min_samples_split randomforestregressor__min_samples_split: 2 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
24 @ randomforestregressor__min_weight_fraction_leaf randomforestregressor__min_weight_fraction_leaf: 0.0 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
25 @ randomforestregressor__n_estimators randomforestregressor__n_estimators: 100 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
26 * randomforestregressor__n_jobs randomforestregressor__n_jobs: 1 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
27 @ randomforestregressor__oob_score randomforestregressor__oob_score: False |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
28 @ randomforestregressor__random_state randomforestregressor__random_state: 42 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
29 * randomforestregressor__verbose randomforestregressor__verbose: 0 |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
30 @ randomforestregressor__warm_start randomforestregressor__warm_start: False |
db511406350a
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
bgruening
parents:
diff
changeset
|
31 Note: @, searchable params in searchcv too. |