Mercurial > repos > bgruening > sklearn_sample_generator
annotate test-data/get_params03.tabular @ 40:eb41d87cb1de draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit f031d8ddfb73cec24572648666ac44ee47f08aad
| author | bgruening |
|---|---|
| date | Thu, 11 Aug 2022 09:06:57 +0000 |
| parents | 97b467e06354 |
| children |
| rev | line source |
|---|---|
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97b467e06354
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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1 Parameter Value |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
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2 * memory memory: None |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
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3 * steps "steps: [('robustscaler', RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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4 with_scaling=True)), ('xgbclassifier', XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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5 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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6 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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7 n_jobs=1, nthread=None, objective='binary:logistic', random_state=0, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
8 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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9 silent=True, subsample=1))]" |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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10 @ robustscaler "robustscaler: RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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11 with_scaling=True)" |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
12 @ xgbclassifier "xgbclassifier: XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
13 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
14 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
15 n_jobs=1, nthread=None, objective='binary:logistic', random_state=0, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
16 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None, |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
17 silent=True, subsample=1)" |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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18 @ robustscaler__copy robustscaler__copy: True |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
19 @ robustscaler__quantile_range robustscaler__quantile_range: (25.0, 75.0) |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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20 @ robustscaler__with_centering robustscaler__with_centering: True |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
21 @ robustscaler__with_scaling robustscaler__with_scaling: True |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
22 @ xgbclassifier__base_score xgbclassifier__base_score: 0.5 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
23 @ xgbclassifier__booster xgbclassifier__booster: 'gbtree' |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
24 @ xgbclassifier__colsample_bylevel xgbclassifier__colsample_bylevel: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
25 @ xgbclassifier__colsample_bytree xgbclassifier__colsample_bytree: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
26 @ xgbclassifier__gamma xgbclassifier__gamma: 0 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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27 @ xgbclassifier__learning_rate xgbclassifier__learning_rate: 0.1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
28 @ xgbclassifier__max_delta_step xgbclassifier__max_delta_step: 0 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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29 @ xgbclassifier__max_depth xgbclassifier__max_depth: 3 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
|
30 @ xgbclassifier__min_child_weight xgbclassifier__min_child_weight: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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31 @ xgbclassifier__missing xgbclassifier__missing: nan |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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32 @ xgbclassifier__n_estimators xgbclassifier__n_estimators: 100 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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33 * xgbclassifier__n_jobs xgbclassifier__n_jobs: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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34 * xgbclassifier__nthread xgbclassifier__nthread: None |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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35 @ xgbclassifier__objective xgbclassifier__objective: 'binary:logistic' |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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36 @ xgbclassifier__random_state xgbclassifier__random_state: 0 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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37 @ xgbclassifier__reg_alpha xgbclassifier__reg_alpha: 0 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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38 @ xgbclassifier__reg_lambda xgbclassifier__reg_lambda: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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39 @ xgbclassifier__scale_pos_weight xgbclassifier__scale_pos_weight: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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40 @ xgbclassifier__seed xgbclassifier__seed: None |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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41 @ xgbclassifier__silent xgbclassifier__silent: True |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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42 @ xgbclassifier__subsample xgbclassifier__subsample: 1 |
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97b467e06354
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
bgruening
parents:
diff
changeset
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43 Note: @, searchable params in searchcv too. |