mexopencv_ml.cpp File Reference

Implementation of mexopencv_ml. More...

#include "mexopencv_ml.hpp"

Go to the source code of this file.

Functions
MxArray	toStruct (const vector< DTrees::Node > &nodes)
	Convert tree nodes to struct array. More...
MxArray	toStruct (const vector< DTrees::Split > &splits)
	Convert tree splits to struct array. More...
Ptr< TrainData >	createTrainData (const Mat &samples, const Mat &responses, vector< MxArray >::const_iterator first, vector< MxArray >::const_iterator last)
	Create an instance of TrainData using options in arguments. More...
Ptr< TrainData >	loadTrainData (const string &filename, vector< MxArray >::const_iterator first, vector< MxArray >::const_iterator last)
	Read a dataset from a CSV file. More...

Variables
const ConstMap< string, int >	SampleTypesMap
	Option values for sample layouts. More...
const ConstMap< string, int >	VariableTypeMap
	Option values for variable types. More...

Detailed Description

Implementation of mexopencv_ml.

Author

Amro

Date

2015

Definition in file mexopencv_ml.cpp.

Function Documentation

createTrainData()

Ptr<TrainData> createTrainData	(	const cv::Mat &	samples,
		const cv::Mat &	responses,
		std::vector< MxArray >::const_iterator	first,
		std::vector< MxArray >::const_iterator	last
	)

Create an instance of TrainData using options in arguments.

Parameters

samples	data samples
responses	data responses
first	iterator at the beginning of the vector range
last	iterator at the end of the vector range

Returns

smart pointer to created cv::ml::TrainData

Definition at line 70 of file mexopencv_ml.cpp.

loadTrainData()

Ptr<TrainData> loadTrainData	(	const std::string &	filename,
		std::vector< MxArray >::const_iterator	first,
		std::vector< MxArray >::const_iterator	last
	)

Read a dataset from a CSV file.

Parameters

filename	The input CSV file name
first	iterator at the beginning of the vector range
last	iterator at the end of the vector range

Returns

smart pointer to created cv::ml::TrainData

Definition at line 134 of file mexopencv_ml.cpp.

toStruct() [1/2]

MxArray toStruct

(

const std::vector< cv::ml::DTrees::Node > &

nodes

)

Convert tree nodes to struct array.

Parameters

nodes

vector of decision tree nodes

Returns

struct-array MxArray object

Definition at line 34 of file mexopencv_ml.cpp.

toStruct() [2/2]

MxArray toStruct

(

const std::vector< cv::ml::DTrees::Split > &

splits

)

Convert tree splits to struct array.

Parameters

splits

vector of decision tree splits

Returns

struct-array MxArray object

Definition at line 51 of file mexopencv_ml.cpp.

Variable Documentation

SampleTypesMap

const ConstMap<string, int> SampleTypesMap

Initial value:

= ConstMap<string, int>
    ("Row", cv::ml::ROW_SAMPLE)   
    ("Col", cv::ml::COL_SAMPLE)

Option values for sample layouts.

Definition at line 18 of file mexopencv_ml.cpp.

VariableTypeMap

const ConstMap<string, int> VariableTypeMap

Initial value:

= ConstMap<string, int>
    ("Numerical",   cv::ml::VAR_NUMERICAL)     
    ("Ordered",     cv::ml::VAR_ORDERED)       
    ("Categorical", cv::ml::VAR_CATEGORICAL)   
    ("N",           cv::ml::VAR_NUMERICAL)     
    ("O",           cv::ml::VAR_ORDERED)       
    ("C",           cv::ml::VAR_CATEGORICAL)

Option values for variable types.

Definition at line 23 of file mexopencv_ml.cpp.