Extra data for each node in the tree for the task of kernel density estimation. More...
Public Member Functions | |
| KDEStat () | |
| Initialize the statistic. More... | |
template < typename TreeType > | |
| KDEStat (TreeType &) | |
| Initialization for a fully initialized node. More... | |
| double | AccumAlpha () const |
| Get accumulated Monte Carlo alpha of the node. More... | |
| double & | AccumAlpha () |
| Modify accumulated Monte Carlo alpha of the node. More... | |
| double | AccumError () const |
| Get accumulated error tolerance of the node. More... | |
| double & | AccumError () |
| Modify accumulated error tolerance of the node. More... | |
| double | MCAlpha () const |
| Get Monte Carlo alpha of the node. More... | |
| double & | MCAlpha () |
| Modify Monte Carlo alpha of the node. More... | |
| double | MCBeta () const |
| Get accumulated Monte Carlo alpha of the node. More... | |
| double & | MCBeta () |
| Modify accumulated Monte Carlo alpha of the node. More... | |
template < typename Archive > | |
| void | serialize (Archive &ar, const uint32_t) |
| Serialize the statistic to/from an archive. More... | |
Detailed Description
Extra data for each node in the tree for the task of kernel density estimation.
Definition at line 24 of file kde_stat.hpp.
Constructor & Destructor Documentation
◆ KDEStat() [1/2]
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inline |
Initialize the statistic.
Definition at line 28 of file kde_stat.hpp.
◆ KDEStat() [2/2]
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inline |
Initialization for a fully initialized node.
Definition at line 37 of file kde_stat.hpp.
Member Function Documentation
◆ AccumAlpha() [1/2]
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inline |
Get accumulated Monte Carlo alpha of the node.
Definition at line 51 of file kde_stat.hpp.
◆ AccumAlpha() [2/2]
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inline |
Modify accumulated Monte Carlo alpha of the node.
Definition at line 54 of file kde_stat.hpp.
◆ AccumError() [1/2]
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inline |
Get accumulated error tolerance of the node.
Definition at line 57 of file kde_stat.hpp.
◆ AccumError() [2/2]
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inline |
Modify accumulated error tolerance of the node.
Definition at line 60 of file kde_stat.hpp.
◆ MCAlpha() [1/2]
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inline |
Get Monte Carlo alpha of the node.
Definition at line 63 of file kde_stat.hpp.
◆ MCAlpha() [2/2]
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inline |
Modify Monte Carlo alpha of the node.
Definition at line 66 of file kde_stat.hpp.
◆ MCBeta() [1/2]
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inline |
Get accumulated Monte Carlo alpha of the node.
Definition at line 45 of file kde_stat.hpp.
◆ MCBeta() [2/2]
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inline |
Modify accumulated Monte Carlo alpha of the node.
Definition at line 48 of file kde_stat.hpp.
◆ serialize()
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inline |
Serialize the statistic to/from an archive.
Definition at line 70 of file kde_stat.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/kde/kde_stat.hpp