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Use average weights in DoubleEnsemble. (#1205)

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* Use average weights in DoubleEnsemble.

* Use average weights in DoubleEnsemble.

Co-authored-by: lwwang1995 <lewenwang@msrawsa02.corp.microsoft.com>
This commit is contained in:
Lewen Wang
2022-07-17 23:02:46 +08:00
committed by GitHub
parent 6fddae9965
commit d149c2b177
4 changed files with 15 additions and 19 deletions
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9
examples/benchmarks/DoubleEnsemble/workflow_config_doubleensemble_Alpha158.yaml
View File

@@ -37,7 +37,7 @@ task:
kwargs:
base_model: "gbm"
loss: mse
num_models: 6
num_models: 3
enable_sr: True
enable_fs: True
alpha1: 1
@@ -53,11 +53,8 @@ task:
- 0.4
sub_weights:
- 1
- 0.2
- 0.2
- 0.2
- 0.2
- 0.2
- 1
- 1
epochs: 28
colsample_bytree: 0.8879
learning_rate: 0.2

9
examples/benchmarks/DoubleEnsemble/workflow_config_doubleensemble_Alpha360.yaml
View File

@@ -44,7 +44,7 @@ task:
kwargs:
base_model: "gbm"
loss: mse
num_models: 6
num_models: 3
enable_sr: True
enable_fs: True
alpha1: 1
@@ -60,11 +60,8 @@ task:
- 0.4
sub_weights:
- 1
- 0.2
- 0.2
- 0.2
- 0.2
- 0.2
- 1
- 1
epochs: 136
colsample_bytree: 0.8879
learning_rate: 0.0421