24 #ifndef __MSE_TYPES_H__
25 #define __MSE_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
59 argument = (int)sum_of_functions::argument,
62 lastInputId = dependentVariables
72 optionalArgument = lastInputId + 1,
73 lastOptionalInputId = optionalArgument
84 lastOptionalData = gramMatrix
107 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
118 DAAL_DEPRECATED Parameter(
size_t numberOfTerms,
119 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
120 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
126 DAAL_DEPRECATED Parameter(
const Parameter &other);
132 DAAL_DEPRECATED_VIRTUAL
virtual services::Status check()
const;
134 DAAL_DEPRECATED_VIRTUAL
virtual ~Parameter() {}
141 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
145 DAAL_DEPRECATED Input();
148 DAAL_DEPRECATED Input(
const Input& other);
151 DAAL_DEPRECATED_VIRTUAL
virtual ~Input() {}
158 DAAL_DEPRECATED
void set(InputId
id,
const data_management::NumericTablePtr &ptr);
165 DAAL_DEPRECATED data_management::NumericTablePtr
get(InputId id)
const;
172 DAAL_DEPRECATED algorithms::OptionalArgumentPtr
get(OptionalInputId id)
const;
179 DAAL_DEPRECATED
void set(OptionalInputId
id,
const algorithms::OptionalArgumentPtr &ptr);
186 DAAL_DEPRECATED data_management::NumericTablePtr
get(OptionalDataId id)
const;
193 DAAL_DEPRECATED
void set(OptionalDataId
id,
const data_management::NumericTablePtr &ptr);
202 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
220 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
231 Parameter(
size_t numberOfTerms,
232 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
233 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
239 Parameter(
const Parameter &other);
245 virtual services::Status check()
const;
247 virtual ~Parameter() {}
249 data_management::NumericTablePtr penaltyL1;
250 data_management::NumericTablePtr penaltyL2;
257 class DAAL_EXPORT Input :
public sum_of_functions::Input
264 Input(
const Input& other);
274 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
281 data_management::NumericTablePtr
get(InputId id)
const;
288 algorithms::OptionalArgumentPtr
get(OptionalInputId id)
const;
295 void set(OptionalInputId
id,
const algorithms::OptionalArgumentPtr &ptr);
302 data_management::NumericTablePtr
get(OptionalDataId id)
const;
309 void set(OptionalDataId
id,
const data_management::NumericTablePtr &ptr);
318 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
322 using interface2::Parameter;
323 using interface2::Input;
daal::algorithms::optimization_solver::mse::interface1::Input::~Input
virtual DAAL_DEPRECATED_VIRTUAL ~Input()
Definition: mse_types.h:151
daal::algorithms::optimization_solver::mse::weights
Definition: mse_types.h:82
daal::algorithms::optimization_solver::mse::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: mse_types.h:248
daal::algorithms::optimization_solver::mse::interface1::Parameter
Parameter for Mean squared error objective function
Definition: mse_types.h:107
daal::algorithms::optimization_solver::mse::interface2::Parameter::penaltyL2
data_management::NumericTablePtr penaltyL2
Definition: mse_types.h:250
daal::algorithms::optimization_solver::mse::gramMatrix
Definition: mse_types.h:83
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::mse::dependentVariables
Definition: mse_types.h:61
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::mse::interface1::Input
Input objects for the Mean squared error objective function
Definition: mse_types.h:141
daal::algorithms::optimization_solver::mse::defaultDense
Definition: mse_types.h:93
daal::algorithms::optimization_solver::mse::optionalArgument
Definition: mse_types.h:72
daal::algorithms::optimization_solver::mse::interface2::Input
Input objects for the Mean squared error objective function
Definition: mse_types.h:257
daal::algorithms::optimization_solver::mse::Method
Method
Definition: mse_types.h:91
daal::algorithms::optimization_solver::mse::data
Definition: mse_types.h:60
daal::algorithms::optimization_solver::mse::interface2::Parameter
Parameter for Mean squared error objective function
Definition: mse_types.h:220
daal::algorithms::optimization_solver::mse::InputId
InputId
Definition: mse_types.h:57
daal::algorithms::optimization_solver::mse::OptionalInputId
OptionalInputId
Definition: mse_types.h:70
daal::algorithms::optimization_solver::mse::argument
Definition: mse_types.h:59
daal::algorithms::optimization_solver::mse::interface2::Parameter::penaltyL1
data_management::NumericTablePtr penaltyL1
Definition: mse_types.h:249
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::mse::interface2::Input::~Input
virtual ~Input()
Definition: mse_types.h:267
daal::algorithms::optimization_solver::mse::OptionalDataId
OptionalDataId
Definition: mse_types.h:80