Mercurial > repos > bgruening > sklearn_train_test_split
annotate test-data/get_params01.tabular @ 6:13b9ac5d277c draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 208a8d348e7c7a182cfbe1b6f17868146428a7e2"
author | bgruening |
---|---|
date | Tue, 13 Apr 2021 22:24:07 +0000 |
parents | 0985b0dd6f1a |
children |
rev | line source |
---|---|
0
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
1 Parameter Value |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
2 * memory memory: None |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
3 * steps "steps: [('robustscaler', RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
4 with_scaling=True)), ('selectkbest', SelectKBest(k=10, score_func=<function f_classif at 0x111ef0158>)), ('svr', SVR(C=1.0, cache_size=200, coef0=0.0, degree=3, epsilon=0.1, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
5 gamma='auto_deprecated', kernel='linear', max_iter=-1, shrinking=True, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
6 tol=0.001, verbose=False))]" |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
7 @ robustscaler "robustscaler: RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
8 with_scaling=True)" |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
9 @ selectkbest selectkbest: SelectKBest(k=10, score_func=<function f_classif at 0x111ef0158>) |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
10 @ svr "svr: SVR(C=1.0, cache_size=200, coef0=0.0, degree=3, epsilon=0.1, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
11 gamma='auto_deprecated', kernel='linear', max_iter=-1, shrinking=True, |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
12 tol=0.001, verbose=False)" |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
13 @ robustscaler__copy robustscaler__copy: True |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
14 @ robustscaler__quantile_range robustscaler__quantile_range: (25.0, 75.0) |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
15 @ robustscaler__with_centering robustscaler__with_centering: True |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
16 @ robustscaler__with_scaling robustscaler__with_scaling: True |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
17 @ selectkbest__k selectkbest__k: 10 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
18 @ selectkbest__score_func selectkbest__score_func: <function f_classif at 0x111ef0158> |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
19 @ svr__C svr__C: 1.0 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
20 @ svr__cache_size svr__cache_size: 200 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
21 @ svr__coef0 svr__coef0: 0.0 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
22 @ svr__degree svr__degree: 3 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
23 @ svr__epsilon svr__epsilon: 0.1 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
24 @ svr__gamma svr__gamma: 'auto_deprecated' |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
25 @ svr__kernel svr__kernel: 'linear' |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
26 @ svr__max_iter svr__max_iter: -1 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
27 @ svr__shrinking svr__shrinking: True |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
28 @ svr__tol svr__tol: 0.001 |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
29 * svr__verbose svr__verbose: False |
0985b0dd6f1a
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
30 Note: @, searchable params in searchcv too. |