The statistic used in trees with FastMKS. More...
Public Member Functions | |
| FastMKSStat () | |
| Default initialization. More... | |
template < typename TreeType > | |
| FastMKSStat (const TreeType &node) | |
| Initialize this statistic for the given tree node. More... | |
| double | Bound () const |
| Get the bound. More... | |
| double & | Bound () |
| Modify the bound. More... | |
| double | LastKernel () const |
| Get the last kernel evaluation. More... | |
| double & | LastKernel () |
| Modify the last kernel evaluation. More... | |
| void * | LastKernelNode () const |
| Get the address of the node corresponding to the last distance evaluation. More... | |
| void *& | LastKernelNode () |
| Modify the address of the node corresponding to the last distance evaluation. More... | |
| double | SelfKernel () const |
| Get the self-kernel. More... | |
| double & | SelfKernel () |
| Modify the self-kernel. More... | |
template < typename Archive > | |
| void | serialize (Archive &ar, const uint32_t) |
| Serialize the statistic. More... | |
Detailed Description
The statistic used in trees with FastMKS.
This stores both the bound and the self-kernels for each node in the tree.
Definition at line 25 of file fastmks_stat.hpp.
Constructor & Destructor Documentation
◆ FastMKSStat() [1/2]
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inline |
Default initialization.
Definition at line 31 of file fastmks_stat.hpp.
◆ FastMKSStat() [2/2]
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inline |
Initialize this statistic for the given tree node.
The TreeType's metric better be IPMetric with some kernel type (that is, Metric().Kernel() must exist).
- Parameters
-
node Node that this statistic is built for.
Definition at line 46 of file fastmks_stat.hpp.
Member Function Documentation
◆ Bound() [1/2]
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inline |
Get the bound.
Definition at line 86 of file fastmks_stat.hpp.
◆ Bound() [2/2]
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inline |
Modify the bound.
Definition at line 88 of file fastmks_stat.hpp.
◆ LastKernel() [1/2]
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inline |
Get the last kernel evaluation.
Definition at line 91 of file fastmks_stat.hpp.
◆ LastKernel() [2/2]
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inline |
Modify the last kernel evaluation.
Definition at line 93 of file fastmks_stat.hpp.
◆ LastKernelNode() [1/2]
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inline |
Get the address of the node corresponding to the last distance evaluation.
Definition at line 96 of file fastmks_stat.hpp.
◆ LastKernelNode() [2/2]
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inline |
Modify the address of the node corresponding to the last distance evaluation.
Definition at line 99 of file fastmks_stat.hpp.
◆ SelfKernel() [1/2]
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inline |
Get the self-kernel.
Definition at line 81 of file fastmks_stat.hpp.
◆ SelfKernel() [2/2]
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inline |
Modify the self-kernel.
Definition at line 83 of file fastmks_stat.hpp.
◆ serialize()
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inline |
Serialize the statistic.
Definition at line 103 of file fastmks_stat.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/fastmks/fastmks_stat.hpp