damina::DataSet Class Reference

A class which is useful for manage both Training Sets and Test Sets. More...

#include <DataSet.h>

Collaboration diagram for damina::DataSet:

[legend]List of all members.

Public Member Functions
virtual void	add (Point *)
	Add a Point to the dataset.
	DataSet ()
	Constructor.
virtual Point *	first ()
	Returns the first point in dataset.
virtual Point *	get (int)
	Returns the specified point in the dataset.
virtual unsigned long int	getSize ()
	Returns the Dataset Size.
virtual Point *	last ()
	Returns the last point in dataset.
virtual Point *	next ()
	Increments the Dataset iterator and return the corresponding point.
virtual Point *	previous ()
	Decrementes the Dataset iterator and return the corresponding point.
virtual	~DataSet ()
	Destructor.
Private Attributes
vector< Point * >	data
	The data.
vector< Point * >::iterator	it
	The iterator over the data.

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Detailed Description

A class which is useful for manage both Training Sets and Test Sets.

Both Training Set and Test Set are data sets formed by points and them relative labels. So, this class is just implemented as a vector of Point, because each Point embeds its own label.

See also:

Point

Definition at line 24 of file DataSet.h.

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Constructor & Destructor Documentation

damina::DataSet::DataSet

(

)

Constructor.

Definition at line 9 of file DataSet.cpp.

                         {
                
        }

damina::DataSet::~DataSet

(

)

[virtual]

Destructor.

We need to destroy all Points in dataset before destroy dataset itself

Definition at line 18 of file DataSet.cpp.

References data.

                          {
                vector<Point *>::iterator dataIterator;
                
                for (dataIterator == data.begin(); dataIterator < data.end(); dataIterator++) {
                        delete *dataIterator;
                }
        }

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Member Function Documentation

void damina::DataSet::add

(

Point *

p

)

[virtual]

Add a Point to the dataset.

Parameters:

p

The point to add

Definition at line 31 of file DataSet.cpp.

References data.

                                  {
                data.push_back(p);
        }

Point * damina::DataSet::first

(

)

[virtual]

Returns the first point in dataset.

Returns:

The first point in dataset

Definition at line 41 of file DataSet.cpp.

References data, and it.

                              {
                it = data.begin();
                return *it;
        }

Point * damina::DataSet::get

(

int

index

)

[virtual]

Returns the specified point in the dataset.

Parameters:

index

The position occupied in the dataset of the point to get

Returns:

The point in the "index" position of the dataset

Definition at line 93 of file DataSet.cpp.

References data.

Referenced by damina::OneClassSVM::trainingSetToProblem().

                                     {
                return data[index];
        }

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unsigned long int damina::DataSet::getSize

(

)

[virtual]

Returns the Dataset Size.

Returns:

An integer value corresponding to the size

Definition at line 82 of file DataSet.cpp.

References data.

Referenced by damina::SVClustering::SVClustering(), and damina::OneClassSVM::trainingSetToProblem().

                                           {
                return data.size();
        }

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Point * damina::DataSet::last

(

)

[virtual]

Returns the last point in dataset.

Returns:

The last point in dataset

Definition at line 51 of file DataSet.cpp.

References data, and it.

                             {
                it = data.end();
                return *it;
        }

Point * damina::DataSet::next

(

)

[virtual]

Increments the Dataset iterator and return the corresponding point.

Returns:

The reference to the next point in the dataset

Definition at line 61 of file DataSet.cpp.

References it.

                             {
                it++;
                return *it; 
        }

Point * damina::DataSet::previous

(

)

[virtual]

Decrementes the Dataset iterator and return the corresponding point.

Returns:

The reference to the previous point in the dataset

Definition at line 71 of file DataSet.cpp.

References it.

                                 {
                it--;
                return *it;
        }

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Member Data Documentation

vector<Point *> damina::DataSet::data [private]

The data.

Definition at line 30 of file DataSet.h.

Referenced by add(), first(), get(), getSize(), last(), and ~DataSet().

vector<Point *>::iterator damina::DataSet::it [private]

The iterator over the data.

Definition at line 35 of file DataSet.h.

Referenced by first(), last(), next(), and previous().

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The documentation for this class was generated from the following files:

• DataSet.h
• DataSet.cpp

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