48 #ifndef __KERNEL_FUNCTION_LINEAR_H__ 49 #define __KERNEL_FUNCTION_LINEAR_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/numeric_table.h" 53 #include "algorithms/kernel_function/kernel_function_types_linear.h" 54 #include "algorithms/kernel_function/kernel_function.h" 60 namespace kernel_function
82 template<
typename algorithmFPType, Method method, CpuType cpu>
83 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
91 BatchContainer(daal::services::Environment::env *daalEnv);
97 virtual services::Status compute() DAAL_C11_OVERRIDE;
116 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
117 class DAAL_EXPORT Batch :
public KernelIface
120 typedef KernelIface super;
122 typedef algorithms::kernel_function::linear::Input InputType;
123 typedef algorithms::kernel_function::linear::Parameter ParameterType;
124 typedef typename super::ResultType ResultType;
126 ParameterType parameter;
141 Batch(
const Batch<algorithmFPType, method> &other) : KernelIface(other), parameter(other.parameter), input(other.input)
150 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
156 virtual InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
162 virtual ParameterBase * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
169 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 171 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
177 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
182 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
184 return new Batch<algorithmFPType, method>(*this);
187 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
189 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
190 _res = _result.get();
196 using interface1::BatchContainer;
197 using interface1::Batch;
daal::algorithms::kernel_function::linear::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: kernel_function_linear.h:141
daal::algorithms::kernel_function::linear::interface1::Parameter
Parameters for the linear kernel function k(X,Y) + b.
Definition: kernel_function_types_linear.h:96
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::kernel_function::linear::interface1::Batch::getInput
virtual InputType * getInput() DAAL_C11_OVERRIDE
Definition: kernel_function_linear.h:156
daal::algorithms::kernel_function::linear::interface1::Batch::Batch
Batch()
Definition: kernel_function_linear.h:130
daal::algorithms::kernel_function::linear::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: kernel_function_linear.h:150
daal::algorithms::kernel_function::linear::interface1::BatchContainer
Provides methods to run implementations of the linear kernel function algorithm. This class is associ...
Definition: kernel_function_linear.h:83
daal::algorithms::kernel_function::interface1::Result
Results obtained with the compute() method of the kernel function algorithm in the batch processing m...
Definition: kernel_function_types.h:159
daal::algorithms::kernel_function::interface1::ParameterBase
Optional input objects for the kernel function algorithm.
Definition: kernel_function_types.h:112
daal::batch
Definition: daal_defines.h:132
daal::algorithms::kernel_function::linear::interface1::Batch::input
InputType input
Definition: kernel_function_linear.h:127
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::kernel_function::interface1::KernelIface
Abstract class that specifies the interface of the algorithms for computing kernel functions in the b...
Definition: kernel_function.h:73
daal::algorithms::kernel_function::linear::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: kernel_function_linear.h:169
daal::algorithms::kernel_function::linear::interface1::Batch::parameter
ParameterType parameter
Definition: kernel_function_linear.h:126
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::kernel_function::linear::interface1::Batch
Computes a linear kernel function in the batch processing mode.
Definition: kernel_function_linear.h:117
daal::algorithms::kernel_function::linear::interface1::Batch::getParameter
virtual ParameterBase * getParameter() DAAL_C11_OVERRIDE
Definition: kernel_function_linear.h:162