Mercurial > repos > bgruening > sklearn_stacking_ensemble_models
annotate test-data/get_params12.tabular @ 15:b94babda32e4 draft default tip
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit f031d8ddfb73cec24572648666ac44ee47f08aad
author | bgruening |
---|---|
date | Thu, 11 Aug 2022 09:11:27 +0000 |
parents | a2e4a45c6083 |
children |
rev | line source |
---|---|
0
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
1 Parameter Value |
7
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
2 @ estimator "estimator: XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1, |
0
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
3 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
4 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
5 n_jobs=1, nthread=None, objective='reg:linear', random_state=0, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
6 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
7 silent=True, subsample=1)" |
7
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
8 @ n_features_to_select n_features_to_select: None |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
9 * step step: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
10 * verbose verbose: 0 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
11 @ estimator__base_score estimator__base_score: 0.5 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
12 @ estimator__booster estimator__booster: 'gbtree' |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
13 @ estimator__colsample_bylevel estimator__colsample_bylevel: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
14 @ estimator__colsample_bytree estimator__colsample_bytree: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
15 @ estimator__gamma estimator__gamma: 0 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
16 @ estimator__learning_rate estimator__learning_rate: 0.1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
17 @ estimator__max_delta_step estimator__max_delta_step: 0 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
18 @ estimator__max_depth estimator__max_depth: 3 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
19 @ estimator__min_child_weight estimator__min_child_weight: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
20 @ estimator__missing estimator__missing: nan |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
21 @ estimator__n_estimators estimator__n_estimators: 100 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
22 * estimator__n_jobs estimator__n_jobs: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
23 * estimator__nthread estimator__nthread: None |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
24 @ estimator__objective estimator__objective: 'reg:linear' |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
25 @ estimator__random_state estimator__random_state: 0 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
26 @ estimator__reg_alpha estimator__reg_alpha: 0 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
27 @ estimator__reg_lambda estimator__reg_lambda: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
28 @ estimator__scale_pos_weight estimator__scale_pos_weight: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
29 @ estimator__seed estimator__seed: None |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
30 @ estimator__silent estimator__silent: True |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
31 @ estimator__subsample estimator__subsample: 1 |
a2e4a45c6083
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
bgruening
parents:
0
diff
changeset
|
32 Note: @, params eligible for search in searchcv tool. |