#include "rf_alg.hh"#include <openmodeller/Sampler.hh>#include <openmodeller/Exceptions.hh>#include <string.h>#include <stdio.h>#include <stdlib.h>#include <sstream>#include "librf/instance_set.h"#include "librf/tree.h"#include "librf/weights.h"
Include dependency graph for rf_alg.cpp:
Go to the source code of this file.
Defines | |
| #define | NUM_PARAM 3 |
| #define | NUMTREES_ID "NumTrees" |
| #define | K_ID "VarsPerTree" |
| #define | UNSUP_ID "ForceUnsupervisedLearning" |
| #define | RF_LOG_PREFIX "RfAlgorithm: " |
Functions | |
| OM_ALG_DLL_EXPORT AlgorithmImpl * | algorithmFactory () |
| OM_ALG_DLL_EXPORT AlgMetadata const * | algorithmMetadata () |
Variables | |
| static AlgParamMetadata | parameters [NUM_PARAM] |
| static AlgMetadata | metadata |
Define Documentation
| #define K_ID "VarsPerTree" |
Definition at line 50 of file rf_alg.cpp.
Referenced by RfAlgorithm::initialize().
| #define NUM_PARAM 3 |
Definition at line 47 of file rf_alg.cpp.
| #define NUMTREES_ID "NumTrees" |
Definition at line 49 of file rf_alg.cpp.
Referenced by RfAlgorithm::initialize().
| #define RF_LOG_PREFIX "RfAlgorithm: " |
Definition at line 53 of file rf_alg.cpp.
Referenced by RfAlgorithm::initialize().
| #define UNSUP_ID "ForceUnsupervisedLearning" |
Definition at line 51 of file rf_alg.cpp.
Referenced by RfAlgorithm::initialize().
Function Documentation
| OM_ALG_DLL_EXPORT AlgorithmImpl* algorithmFactory | ( | ) |
Definition at line 134 of file rf_alg.cpp.
| OM_ALG_DLL_EXPORT AlgMetadata const* algorithmMetadata | ( | ) |
Definition at line 141 of file rf_alg.cpp.
References metadata.
Variable Documentation
AlgMetadata metadata [static] |
Initial value:
{
"RF",
"Random Forests",
"0.2",
"Random Forests",
"Random Forests",
"Leo Breiman & Adele Cutler",
"Breiman, L. (2001). Random forests. Machine Learning, 45, 5-32.",
"Renato De Giovanni",
"renato [at] cria . org . br",
0,
0,
NUM_PARAM,
parameters
}
Definition at line 104 of file rf_alg.cpp.
AlgParamMetadata parameters[NUM_PARAM] [static] |
Definition at line 58 of file rf_alg.cpp.
