Mercurial > repos > bgruening > keras_model_config

annotate test-data/get_params03.tabular @ 14:8a794e6d3388 draft

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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit f031d8ddfb73cec24572648666ac44ee47f08aad
author bgruening
date Thu, 11 Aug 2022 09:49:51 +0000
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1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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1 Parameter Value
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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2 * memory memory: None
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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3 * steps "steps: [('robustscaler', RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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4 with_scaling=True)), ('xgbclassifier', XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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5 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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6 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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7 n_jobs=1, nthread=None, objective='binary:logistic', random_state=0,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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8 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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9 silent=True, subsample=1))]"
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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10 @ robustscaler "robustscaler: RobustScaler(copy=True, quantile_range=(25.0, 75.0), with_centering=True,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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11 with_scaling=True)"
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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12 @ xgbclassifier "xgbclassifier: XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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13 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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14 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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15 n_jobs=1, nthread=None, objective='binary:logistic', random_state=0,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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16 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None,
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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17 silent=True, subsample=1)"
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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18 @ robustscaler__copy robustscaler__copy: True
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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19 @ robustscaler__quantile_range robustscaler__quantile_range: (25.0, 75.0)
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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20 @ robustscaler__with_centering robustscaler__with_centering: True
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21 @ robustscaler__with_scaling robustscaler__with_scaling: True
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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22 @ xgbclassifier__base_score xgbclassifier__base_score: 0.5
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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23 @ xgbclassifier__booster xgbclassifier__booster: 'gbtree'
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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24 @ xgbclassifier__colsample_bylevel xgbclassifier__colsample_bylevel: 1
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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25 @ xgbclassifier__colsample_bytree xgbclassifier__colsample_bytree: 1
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26 @ xgbclassifier__gamma xgbclassifier__gamma: 0
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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27 @ xgbclassifier__learning_rate xgbclassifier__learning_rate: 0.1
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28 @ xgbclassifier__max_delta_step xgbclassifier__max_delta_step: 0
1046cf73236b planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 60f0fbc0eafd7c11bc60fb6c77f2937782efd8a9-dirty
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29 @ xgbclassifier__max_depth xgbclassifier__max_depth: 3
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30 @ xgbclassifier__min_child_weight xgbclassifier__min_child_weight: 1
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31 @ xgbclassifier__missing xgbclassifier__missing: nan
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32 @ xgbclassifier__n_estimators xgbclassifier__n_estimators: 100
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33 * xgbclassifier__n_jobs xgbclassifier__n_jobs: 1
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34 * xgbclassifier__nthread xgbclassifier__nthread: None
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35 @ xgbclassifier__objective xgbclassifier__objective: 'binary:logistic'
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36 @ xgbclassifier__random_state xgbclassifier__random_state: 0
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37 @ xgbclassifier__reg_alpha xgbclassifier__reg_alpha: 0
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38 @ xgbclassifier__reg_lambda xgbclassifier__reg_lambda: 1
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39 @ xgbclassifier__scale_pos_weight xgbclassifier__scale_pos_weight: 1
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40 @ xgbclassifier__seed xgbclassifier__seed: None
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41 @ xgbclassifier__silent xgbclassifier__silent: True
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42 @ xgbclassifier__subsample xgbclassifier__subsample: 1
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43 Note: @, searchable params in searchcv too.