data_set.hpp File Reference

Implements a data set class encapsulating all data points, features, and potential labels. More...

#include "plssvm/detail/io/arff_parsing.hpp"
#include "plssvm/detail/io/file_reader.hpp"
#include "plssvm/detail/io/libsvm_parsing.hpp"
#include "plssvm/detail/io/scaling_factors_parsing.hpp"
#include "plssvm/detail/logger.hpp"
#include "plssvm/detail/performance_tracker.hpp"
#include "plssvm/detail/string_utility.hpp"
#include "plssvm/detail/type_list.hpp"
#include "plssvm/detail/utility.hpp"
#include "plssvm/exceptions/exceptions.hpp"
#include "plssvm/file_format_types.hpp"
#include "fmt/chrono.h"
#include "fmt/core.h"
#include "fmt/ostream.h"
#include <algorithm>
#include <chrono>
#include <cstddef>
#include <functional>
#include <iostream>
#include <limits>
#include <map>
#include <memory>
#include <optional>
#include <set>
#include <string>
#include <tuple>
#include <utility>
#include <vector>

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Classes
class	plssvm::data_set< T, U >
	Encapsulate all necessary data that is needed for training or predicting using an SVM. More...
class	plssvm::data_set< T, U >::scaling
	Implements all necessary data and functions needed for scaling a plssvm::data_set to an user-defined range. More...
struct	plssvm::data_set< T, U >::scaling::factors
	The calculated or read feature-wise scaling factors. More...
class	plssvm::data_set< T, U >::label_mapper
	Implements all necessary functionality to map arbitrary labels to labels usable by the C-SVMs. More...

Namespaces
	plssvm
	The main namespace containing all public API functions.

Typedefs
template<typename T >
using	plssvm::optional_ref = std::optional< std::reference_wrapper< T > >
	Type alias for an optional reference (since std::optional<T&> is not allowed). More...

Detailed Description

Implements a data set class encapsulating all data points, features, and potential labels.

Author

Alexander Van Craen

Marcel Breyer

Copyright

2018-today The PLSSVM project - All Rights Reserved

License

This file is part of the PLSSVM project which is released under the MIT license. See the LICENSE.md file in the project root for full license information.