22 #ifndef __LOGISTIC_LOSS_TYPES_H__
23 #define __LOGISTIC_LOSS_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/numeric_table.h"
27 #include "services/daal_defines.h"
28 #include "sum_of_functions_types.h"
37 namespace optimization_solver
48 namespace logistic_loss
57 argument = (int)sum_of_functions::argument,
60 lastInputId = dependentVariables
85 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
96 Parameter(
size_t numberOfTerms,
97 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
98 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
104 Parameter(
const Parameter &other);
110 virtual services::Status check()
const;
112 virtual ~Parameter() {}
124 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
131 Input(
const Input& other);
141 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
148 data_management::NumericTablePtr
get(InputId id)
const;
157 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
176 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
187 Parameter(
size_t numberOfTerms,
188 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
189 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
195 Parameter(
const Parameter &other);
201 virtual services::Status check()
const;
203 virtual ~Parameter() {}
215 class DAAL_EXPORT Input :
public sum_of_functions::Input
222 Input(
const Input& other);
232 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
239 data_management::NumericTablePtr
get(InputId id)
const;
248 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
252 using interface2::Parameter;
253 using interface2::Input;
daal::algorithms::optimization_solver::logistic_loss::Method
Method
Definition: logistic_loss_types.h:67
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::penaltyL2
float penaltyL2
Definition: logistic_loss_types.h:116
daal::algorithms::optimization_solver::logistic_loss::InputId
InputId
Definition: logistic_loss_types.h:55
daal::algorithms::optimization_solver::logistic_loss::defaultDense
Definition: logistic_loss_types.h:69
daal
Definition: algorithm_base_common.h:31
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: logistic_loss_types.h:114
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter::penaltyL1
float penaltyL1
Definition: logistic_loss_types.h:115
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::penaltyL2
float penaltyL2
Definition: logistic_loss_types.h:207
daal::algorithms::optimization_solver::logistic_loss::argument
Definition: logistic_loss_types.h:57
daal::algorithms::optimization_solver::logistic_loss::dependentVariables
Definition: logistic_loss_types.h:59
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::penaltyL1
float penaltyL1
Definition: logistic_loss_types.h:206
daal::algorithms::optimization_solver::sum_of_functions::interface1::Parameter
Parameter for the Sum of functions
Definition: sum_of_functions_types.h:69
daal::algorithms::optimization_solver::sum_of_functions::argument
Definition: sum_of_functions_types.h:54
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: logistic_loss_types.h:205
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:67
daal::algorithms::optimization_solver::logistic_loss::data
Definition: logistic_loss_types.h:58
daal::algorithms::optimization_solver::logistic_loss::interface2::Parameter
Parameter for Logistic loss objective function
Definition: logistic_loss_types.h:176
daal::algorithms::optimization_solver::logistic_loss::interface1::Parameter
Parameter for Logistic loss objective function
Definition: logistic_loss_types.h:85