This dimension selection policy allows the selection from a few random dimensions. More...
Public Member Functions | |
| MultipleRandomDimensionSelect (const size_t numDimensions=0) | |
| Instantiate the MultipleRandomDimensionSelect object. More... | |
| size_t | Begin () |
| Get the first random value. More... | |
| size_t | Dimensions () const |
| Get the number of dimensions. More... | |
| size_t & | Dimensions () |
| Set the number of dimensions. More... | |
| size_t | End () const |
| Get the last random value. More... | |
| size_t | Next () |
| Get the next index. More... | |
Detailed Description
This dimension selection policy allows the selection from a few random dimensions.
The number of random dimensions to use is specified in the constructor.
Definition at line 23 of file multiple_random_dimension_select.hpp.
Constructor & Destructor Documentation
◆ MultipleRandomDimensionSelect()
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inline |
Instantiate the MultipleRandomDimensionSelect object.
- Parameters
-
numDimensions Number of random dimensions to try for each split.
Definition at line 31 of file multiple_random_dimension_select.hpp.
Member Function Documentation
◆ Begin()
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inline |
Get the first random value.
Definition at line 40 of file multiple_random_dimension_select.hpp.
References mlpack::math::RandInt().
◆ Dimensions() [1/2]
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inline |
Get the number of dimensions.
Definition at line 93 of file multiple_random_dimension_select.hpp.
◆ Dimensions() [2/2]
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inline |
Set the number of dimensions.
Definition at line 95 of file multiple_random_dimension_select.hpp.
◆ End()
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inline |
Get the last random value.
Definition at line 82 of file multiple_random_dimension_select.hpp.
◆ Next()
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inline |
Get the next index.
Definition at line 87 of file multiple_random_dimension_select.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/decision_tree/multiple_random_dimension_select.hpp