helpers/model_selection.MD
In lubrunn/DSP_App_Abgabe: What the Package Does (One Line, Title Case)
- Default
The default model contains fixed hyperparamter. By opening the custom tab one can
inspect the default values.
- Custom
The custom model allows for an individual choice of hyperparameter.
Be aware!
The following hyperparameter increase the time of computation:
tree_depth trees mtry
- Hyperparameter tuning
This model allows for basic hyperparamter tuning. In this case
the model is tuned via grid search. The following variables are tuned
over the samples of the data:
min_n tree_depth learn_rate
loss_reduction.
Please note that the computation time increases substantilly by increasing
the size of the grid.
lubrunn/DSP_App_Abgabe documentation built on Dec. 21, 2021, 11:51 a.m.
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- Default The default model contains fixed hyperparamter. By opening the custom tab one can inspect the default values.
- Custom
The custom model allows for an individual choice of hyperparameter.
Be aware!
The following hyperparameter increase the time of computation:
tree_depthtreesmtry - Hyperparameter tuning
This model allows for basic hyperparamter tuning. In this case
the model is tuned via grid search. The following variables are tuned
over the samples of the data:
min_ntree_depthlearn_rateloss_reduction. Please note that the computation time increases substantilly by increasing the size of the grid.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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