SHOGUN  6.1.3
List of all members | Public Member Functions | Static Public Member Functions | Public Attributes
id3TreeNodeData Struct Reference

Detailed Description

structure to store data of a node of id3 tree. This can be used as a template type in TreeMachineNode class. Ex: id3 algorithm uses nodes of type CTreeMachineNode<id3TreeNodeData>

Definition at line 44 of file ID3TreeNodeData.h.

Public Member Functions

 id3TreeNodeData ()
 

Static Public Member Functions

static void print_data (const id3TreeNodeData &data)
 

Public Attributes

int32_t attribute_id
 
float64_t transit_if_feature_value
 
float64_t class_label
 

Constructor & Destructor Documentation

◆ id3TreeNodeData()

constructor

Definition at line 56 of file ID3TreeNodeData.h.

Member Function Documentation

◆ print_data()

static void print_data ( const id3TreeNodeData data)
static

print data

Parameters
datathe data to be printed

Definition at line 66 of file ID3TreeNodeData.h.

Member Data Documentation

◆ attribute_id

int32_t attribute_id

classifying attribute

Definition at line 47 of file ID3TreeNodeData.h.

◆ class_label

float64_t class_label

class label of data (-1 for internal nodes)

Definition at line 53 of file ID3TreeNodeData.h.

◆ transit_if_feature_value

float64_t transit_if_feature_value

feature value required to move into this node

Definition at line 50 of file ID3TreeNodeData.h.


The documentation for this struct was generated from the following file:

SHOGUN Machine Learning Toolbox - Documentation