24 #ifndef __LOGISTIC_LOSS_TYPES_H__
25 #define __LOGISTIC_LOSS_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/numeric_table.h"
29 #include "services/daal_defines.h"
30 #include "sum_of_functions_types.h"
39 namespace optimization_solver
50 namespace logistic_loss
59 argument = (int)sum_of_functions::argument,
62 lastInputId = dependentVariables
87 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
98 DAAL_DEPRECATED Parameter(
size_t numberOfTerms,
99 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
100 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
106 DAAL_DEPRECATED Parameter(
const Parameter &other);
112 DAAL_DEPRECATED_VIRTUAL
virtual services::Status check()
const;
114 DAAL_DEPRECATED_VIRTUAL
virtual ~Parameter() {}
126 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
130 DAAL_DEPRECATED Input();
133 DAAL_DEPRECATED Input(
const Input& other);
136 DAAL_DEPRECATED_VIRTUAL
virtual ~Input() {}
143 DAAL_DEPRECATED
void set(InputId
id,
const data_management::NumericTablePtr &ptr);
150 DAAL_DEPRECATED data_management::NumericTablePtr
get(InputId id)
const;
159 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
178 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
189 Parameter(
size_t numberOfTerms,
190 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
191 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
197 Parameter(
const Parameter &other);
203 virtual services::Status check()
const;
205 virtual ~Parameter() {}
217 class DAAL_EXPORT Input :
public sum_of_functions::Input
224 Input(
const Input& other);
234 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
241 data_management::NumericTablePtr
get(InputId id)
const;
250 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
254 using interface2::Parameter;
255 using interface2::Input;
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter
Parameter for Logistic loss objective function
Definition: logistic_loss_types.h:178
daal::algorithms::optimization_solver::sum_of_functions::interface1::Input
Input objects for the Sum of functions
Definition: sum_of_functions_types.h:113
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter
Parameter for Logistic loss objective function
Definition: logistic_loss_types.h:87
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::penaltyL1
float penaltyL1
Definition: logistic_loss_types.h:208
daal::algorithms::optimization_solver::logistic_loss::dependentVariables
Definition: logistic_loss_types.h:61
daal::algorithms::optimization_solver::logistic_loss::Method
Method
Definition: logistic_loss_types.h:69
daal::algorithms::optimization_solver::sum_of_functions::interface1::Parameter
Parameter for the Sum of functions
Definition: sum_of_functions_types.h:71
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::penaltyL1
float penaltyL1
Definition: logistic_loss_types.h:117
daal::algorithms::optimization_solver::logistic_loss::defaultDense
Definition: logistic_loss_types.h:71
daal::algorithms::optimization_solver::logistic_loss::interface1::Input
Input objects for the Logistic loss objective function
Definition: logistic_loss_types.h:126
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: logistic_loss_types.h:116
daal::algorithms::optimization_solver::logistic_loss::interface2::Input
Input objects for the Logistic loss objective function
Definition: logistic_loss_types.h:217
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: logistic_loss_types.h:207
daal::algorithms::optimization_solver::logistic_loss::InputId
InputId
Definition: logistic_loss_types.h:57
daal::algorithms::optimization_solver::logistic_loss::data
Definition: logistic_loss_types.h:60
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::penaltyL2
float penaltyL2
Definition: logistic_loss_types.h:209
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::penaltyL2
float penaltyL2
Definition: logistic_loss_types.h:118
daal::algorithms::optimization_solver::logistic_loss::interface2::Input::~Input
virtual ~Input()
Definition: logistic_loss_types.h:227
daal::algorithms::optimization_solver::logistic_loss::argument
Definition: logistic_loss_types.h:59
daal::algorithms::optimization_solver::sum_of_functions::argument
Definition: sum_of_functions_types.h:56
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:69
daal::algorithms::optimization_solver::logistic_loss::interface1::Input::~Input
virtual DAAL_DEPRECATED_VIRTUAL ~Input()
Definition: logistic_loss_types.h:136