Mercurial > repos > bgruening > ml_visualization_ex
annotate test-data/get_params09.tabular @ 5:c7655b5a94af draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
author | bgruening |
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date | Wed, 22 Jan 2020 08:03:54 -0500 |
parents | f96efab83b65 |
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rev | line source |
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f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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1 Parameter Value |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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2 * memory memory: None |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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3 * steps "steps: [('relieff', ReliefF(discrete_threshold=10, n_features_to_select=3, n_jobs=1, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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4 n_neighbors=100, verbose=False)), ('randomforestregressor', RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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5 max_features='auto', max_leaf_nodes=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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6 min_impurity_decrease=0.0, min_impurity_split=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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7 min_samples_leaf=1, min_samples_split=2, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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8 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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9 oob_score=False, random_state=None, verbose=0, warm_start=False))]" |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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10 @ relieff "relieff: ReliefF(discrete_threshold=10, n_features_to_select=3, n_jobs=1, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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11 n_neighbors=100, verbose=False)" |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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12 @ randomforestregressor "randomforestregressor: RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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13 max_features='auto', max_leaf_nodes=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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14 min_impurity_decrease=0.0, min_impurity_split=None, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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15 min_samples_leaf=1, min_samples_split=2, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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16 min_weight_fraction_leaf=0.0, n_estimators='warn', n_jobs=1, |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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17 oob_score=False, random_state=None, verbose=0, warm_start=False)" |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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18 @ relieff__discrete_threshold relieff__discrete_threshold: 10 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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19 @ relieff__n_features_to_select relieff__n_features_to_select: 3 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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20 * relieff__n_jobs relieff__n_jobs: 1 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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21 @ relieff__n_neighbors relieff__n_neighbors: 100 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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22 * relieff__verbose relieff__verbose: False |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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23 @ randomforestregressor__bootstrap randomforestregressor__bootstrap: True |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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24 @ randomforestregressor__criterion randomforestregressor__criterion: 'mse' |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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25 @ randomforestregressor__max_depth randomforestregressor__max_depth: None |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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26 @ randomforestregressor__max_features randomforestregressor__max_features: 'auto' |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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27 @ randomforestregressor__max_leaf_nodes randomforestregressor__max_leaf_nodes: None |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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28 @ randomforestregressor__min_impurity_decrease randomforestregressor__min_impurity_decrease: 0.0 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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29 @ randomforestregressor__min_impurity_split randomforestregressor__min_impurity_split: None |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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30 @ randomforestregressor__min_samples_leaf randomforestregressor__min_samples_leaf: 1 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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31 @ randomforestregressor__min_samples_split randomforestregressor__min_samples_split: 2 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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32 @ randomforestregressor__min_weight_fraction_leaf randomforestregressor__min_weight_fraction_leaf: 0.0 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
changeset
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33 @ randomforestregressor__n_estimators randomforestregressor__n_estimators: 'warn' |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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34 * randomforestregressor__n_jobs randomforestregressor__n_jobs: 1 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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35 @ randomforestregressor__oob_score randomforestregressor__oob_score: False |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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36 @ randomforestregressor__random_state randomforestregressor__random_state: None |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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37 * randomforestregressor__verbose randomforestregressor__verbose: 0 |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
diff
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38 @ randomforestregressor__warm_start randomforestregressor__warm_start: False |
f96efab83b65
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ba6a47bdf76bbf4cb276206ac1a8cbf61332fd16"
bgruening
parents:
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39 Note: @, searchable params in searchcv too. |