48 #ifndef __KERNEL_FUNCTION_RBF_H__ 49 #define __KERNEL_FUNCTION_RBF_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/numeric_table.h" 53 #include "algorithms/kernel_function/kernel_function_types_rbf.h" 54 #include "algorithms/kernel_function/kernel_function.h" 60 namespace kernel_function
81 template<
typename algorithmFPType, Method method, CpuType cpu>
82 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
90 BatchContainer(daal::services::Environment::env *daalEnv);
96 virtual services::Status compute() DAAL_C11_OVERRIDE;
115 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
116 class DAAL_EXPORT Batch :
public KernelIface
119 typedef KernelIface super;
121 typedef algorithms::kernel_function::rbf::Input InputType;
122 typedef algorithms::kernel_function::rbf::Parameter ParameterType;
123 typedef typename super::ResultType ResultType;
125 ParameterType parameter;
140 Batch(
const Batch<algorithmFPType, method> &other) : KernelIface(other), parameter(other.parameter), input(other.input)
149 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
155 virtual InputType * getInput() DAAL_C11_OVERRIDE {
return &input; }
161 virtual ParameterBase * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
168 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 170 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
176 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
180 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
182 return new Batch<algorithmFPType, method>(*this);
185 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
187 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
188 _res = _result.get();
194 using interface1::BatchContainer;
195 using interface1::Batch;
daal::algorithms::kernel_function::rbf::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: kernel_function_rbf.h:149
daal::algorithms::kernel_function::rbf::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: kernel_function_rbf.h:140
daal::algorithms::kernel_function::rbf::interface1::Batch::input
InputType input
Definition: kernel_function_rbf.h:126
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::rbf::interface1::Batch
Computes the RBF kernel function in the batch processing mode.
Definition: kernel_function_rbf.h:116
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::rbf::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: kernel_function_rbf.h:168
daal::algorithms::kernel_function::rbf::interface1::Parameter
Parameters for the radial basis function (RBF) kernel.
Definition: kernel_function_types_rbf.h:95
daal::algorithms::kernel_function::rbf::interface1::Batch::parameter
ParameterType parameter
Definition: kernel_function_rbf.h:125
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::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::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::kernel_function::rbf::interface1::Batch::getInput
virtual InputType * getInput() DAAL_C11_OVERRIDE
Definition: kernel_function_rbf.h:155
daal::algorithms::kernel_function::rbf::interface1::Batch::getParameter
virtual ParameterBase * getParameter() DAAL_C11_OVERRIDE
Definition: kernel_function_rbf.h:161
daal::algorithms::kernel_function::rbf::interface1::BatchContainer
Provides methods to run implementations of the RBF kernel algorithm. This class is associated with th...
Definition: kernel_function_rbf.h:82
daal::algorithms::kernel_function::rbf::interface1::Batch::Batch
Batch()
Definition: kernel_function_rbf.h:129