Decision tree node split
Inheritance Hierarchy
OpenCvSharpCvObject
OpenCvSharp.CPlusPlusCvDTreeSplit
Namespace: OpenCvSharp.CPlusPlus
Assembly: OpenCvSharp.CPlusPlus (in OpenCvSharp.CPlusPlus.dll) Version: 1.0.0.0 (1.0.0.0)
Syntax
The CvDTreeSplit type exposes the following members.
Constructors
Name | Description | |
---|---|---|
CvDTreeSplit | Initializes a new instance of the CvDTreeSplit class |
Properties
Name | Description | |
---|---|---|
CvPtr |
Native pointer of OpenCV structure
(Inherited from CvObject.) | |
Inversed |
When true, the inverse split rule is used (i.e. left and right branches are exchanged in the expressions below)
| |
Next |
Pointer to the next split in the node split list.
| |
OrdC |
The threshold value in case of split on an ordered variable.
The rule is: if var_value < c then next_node<-left else next_node<-right
| |
OrdSplitPoint |
Used internally by the training algorithm.
| |
Quality |
The split quality, a positive number.
It is used to choose the best primary split, then to choose and sort the surrogate splits.
After the tree is constructed, it is also used to compute variable importance.
| |
Subset |
Bit array indicating the value subset in case of split on a categorical variable.
The rule is: if var_value in subset then next_node<-left else next_node<-right
| |
VarIdx |
Index of the variable used in the split
|
Methods
Name | Description | |
---|---|---|
Equals | (Inherited from Object.) | |
Finalize | (Inherited from Object.) | |
GetHashCode | (Inherited from Object.) | |
GetType | (Inherited from Object.) | |
MemberwiseClone | (Inherited from Object.) | |
ToString | (Inherited from Object.) |
Fields
Name | Description | |
---|---|---|
ptr |
Data pointer
(Inherited from CvObject.) |
See Also