Mercurial > repos > bgruening > sklearn_fitted_model_eval
annotate test-data/get_params12.tabular @ 3:4a1cd790e323 draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
author | bgruening |
---|---|
date | Wed, 22 Jan 2020 07:42:21 -0500 |
parents | cf54bae8ad42 |
children |
rev | line source |
---|---|
0
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
1 Parameter Value |
2
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
2 @ estimator "estimator: XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1, |
0
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
3 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0, |
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
4 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100, |
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
5 n_jobs=1, nthread=None, objective='reg:linear', random_state=0, |
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
6 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None, |
eaddff553324
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit eb703290e2589561ea215c84aa9f71bcfe1712c6"
bgruening
parents:
diff
changeset
|
7 silent=True, subsample=1)" |
2
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
8 @ n_features_to_select n_features_to_select: None |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
9 * step step: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
10 * verbose verbose: 0 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
11 @ estimator__base_score estimator__base_score: 0.5 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
12 @ estimator__booster estimator__booster: 'gbtree' |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
13 @ estimator__colsample_bylevel estimator__colsample_bylevel: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
14 @ estimator__colsample_bytree estimator__colsample_bytree: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
15 @ estimator__gamma estimator__gamma: 0 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
16 @ estimator__learning_rate estimator__learning_rate: 0.1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
17 @ estimator__max_delta_step estimator__max_delta_step: 0 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
18 @ estimator__max_depth estimator__max_depth: 3 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
19 @ estimator__min_child_weight estimator__min_child_weight: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
20 @ estimator__missing estimator__missing: nan |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
21 @ estimator__n_estimators estimator__n_estimators: 100 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
22 * estimator__n_jobs estimator__n_jobs: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
23 * estimator__nthread estimator__nthread: None |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
24 @ estimator__objective estimator__objective: 'reg:linear' |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
25 @ estimator__random_state estimator__random_state: 0 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
26 @ estimator__reg_alpha estimator__reg_alpha: 0 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
27 @ estimator__reg_lambda estimator__reg_lambda: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
28 @ estimator__scale_pos_weight estimator__scale_pos_weight: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
29 @ estimator__seed estimator__seed: None |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
30 @ estimator__silent estimator__silent: True |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
31 @ estimator__subsample estimator__subsample: 1 |
cf54bae8ad42
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
bgruening
parents:
0
diff
changeset
|
32 Note: @, params eligible for search in searchcv tool. |