22 #ifndef __MSE_TYPES_H__
23 #define __MSE_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
57 argument = (int)sum_of_functions::argument,
60 lastInputId = dependentVariables
70 optionalArgument = lastInputId + 1,
71 lastOptionalInputId = optionalArgument
82 lastOptionalData = gramMatrix
105 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
116 Parameter(
size_t numberOfTerms,
117 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
118 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
124 Parameter(
const Parameter &other);
130 virtual services::Status check()
const;
132 virtual ~Parameter() {}
139 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
146 Input(
const Input& other);
156 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
163 data_management::NumericTablePtr
get(InputId id)
const;
170 algorithms::OptionalArgumentPtr
get(OptionalInputId id)
const;
177 void set(OptionalInputId
id,
const algorithms::OptionalArgumentPtr &ptr);
184 data_management::NumericTablePtr
get(OptionalDataId id)
const;
191 void set(OptionalDataId
id,
const data_management::NumericTablePtr &ptr);
200 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
218 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
229 Parameter(
size_t numberOfTerms,
230 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
231 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
237 Parameter(
const Parameter &other);
243 virtual services::Status check()
const;
245 virtual ~Parameter() {}
247 data_management::NumericTablePtr penaltyL1;
248 data_management::NumericTablePtr penaltyL2;
255 class DAAL_EXPORT Input :
public sum_of_functions::Input
262 Input(
const Input& other);
272 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
279 data_management::NumericTablePtr
get(InputId id)
const;
286 algorithms::OptionalArgumentPtr
get(OptionalInputId id)
const;
293 void set(OptionalInputId
id,
const algorithms::OptionalArgumentPtr &ptr);
300 data_management::NumericTablePtr
get(OptionalDataId id)
const;
307 void set(OptionalDataId
id,
const data_management::NumericTablePtr &ptr);
316 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
320 using interface2::Parameter;
321 using interface2::Input;
daal::algorithms::optimization_solver::mse::data
Definition: mse_types.h:58
daal::algorithms::optimization_solver::mse::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: mse_types.h:246
daal
Definition: algorithm_base_common.h:31
daal::algorithms::optimization_solver::mse::interface2::Parameter
Parameter for Mean squared error objective function
Definition: mse_types.h:218
daal::algorithms::optimization_solver::mse::OptionalInputId
OptionalInputId
Definition: mse_types.h:68
daal::algorithms::optimization_solver::mse::interface2::Parameter::penaltyL1
data_management::NumericTablePtr penaltyL1
Definition: mse_types.h:247
daal::algorithms::optimization_solver::mse::weights
Definition: mse_types.h:80
daal::algorithms::optimization_solver::mse::argument
Definition: mse_types.h:57
daal::algorithms::optimization_solver::mse::defaultDense
Definition: mse_types.h:91
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::mse::interface1::Parameter
Parameter for Mean squared error objective function
Definition: mse_types.h:105
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:67
daal::algorithms::optimization_solver::mse::gramMatrix
Definition: mse_types.h:81
daal::algorithms::optimization_solver::mse::dependentVariables
Definition: mse_types.h:59
daal::algorithms::optimization_solver::mse::Method
Method
Definition: mse_types.h:89
daal::algorithms::optimization_solver::mse::InputId
InputId
Definition: mse_types.h:55
daal::algorithms::optimization_solver::mse::optionalArgument
Definition: mse_types.h:70
daal::algorithms::optimization_solver::mse::interface2::Parameter::penaltyL2
data_management::NumericTablePtr penaltyL2
Definition: mse_types.h:248
daal::algorithms::optimization_solver::mse::OptionalDataId
OptionalDataId
Definition: mse_types.h:78