C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

gbt_classification_predict_types.h
1 /* file: gbt_classification_predict_types.h */
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41 
42 /*
43 //++
44 // Implementation of the base classes used in the prediction stage
45 // of the classifier algorithm
46 //--
47 */
48 
49 #ifndef __GBT_CLASSIFICATION_PREDICT_TYPES_H__
50 #define __GBT_CLASSIFICATION_PREDICT_TYPES_H__
51 
52 #include "algorithms/algorithm.h"
53 #include "algorithms/gradient_boosted_trees/gbt_classification_model.h"
54 #include "algorithms/classifier/classifier_predict_types.h"
55 
56 namespace daal
57 {
58 namespace algorithms
59 {
60 namespace gbt
61 {
62 namespace classification
63 {
72 namespace prediction
73 {
74 
79 enum Method
80 {
81  defaultDense = 0
82 };
83 
87 namespace interface1
88 {
89 
96 /* [Parameter source code] */
97 struct DAAL_EXPORT Parameter : public daal::algorithms::classifier::Parameter
98 {
99  Parameter(size_t nClasses = 2) : daal::algorithms::classifier::Parameter(nClasses), nIterations(0) {}
100  Parameter(const Parameter& o) : daal::algorithms::classifier::Parameter(o), nIterations(o.nIterations){}
101  size_t nIterations;
102 };
103 /* [Parameter source code] */
104 
109 class DAAL_EXPORT Input : public classifier::prediction::Input
110 {
111  typedef classifier::prediction::Input super;
112 public:
113  Input() : super(){}
114  Input(const Input& other) : super(other){}
115  virtual ~Input() {}
116 
117  using super::get;
118  using super::set;
119 
125  data_management::NumericTablePtr get(classifier::prediction::NumericTableInputId id) const;
126 
132  gbt::classification::ModelPtr get(classifier::prediction::ModelInputId id) const;
133 
139  void set(classifier::prediction::NumericTableInputId id, const data_management::NumericTablePtr &ptr);
140 
146  void set(classifier::prediction::ModelInputId id, const gbt::classification::ModelPtr &ptr);
147 
154  services::Status check(const daal::algorithms::Parameter *parameter, int method) const DAAL_C11_OVERRIDE;
155 };
156 
157 } // namespace interface1
158 using interface1::Parameter;
159 using interface1::Input;
160 }
162 }
163 }
164 }
165 }
166 #endif // __GBT_CLASSIFICATION_PREDICT_TYPES_H__
daal::algorithms::gbt::classification::prediction::defaultDense
Definition: gbt_classification_predict_types.h:81
daal::algorithms::gbt::classification::prediction::interface1::Parameter::nIterations
size_t nIterations
Definition: gbt_classification_predict_types.h:101
daal
Definition: algorithm_base_common.h:57
daal::algorithms::classifier::prediction::ModelInputId
ModelInputId
Definition: classifier_predict_types.h:90
daal::algorithms::em_gmm::nIterations
Definition: em_gmm_types.h:123
daal::algorithms::gbt::classification::prediction::Method
Method
Definition: gbt_classification_predict_types.h:79
daal::algorithms::classifier::prediction::NumericTableInputId
NumericTableInputId
Definition: classifier_predict_types.h:79
daal::algorithms::gbt::classification::prediction::interface1::Parameter
Parameters of the prediction algorithm.
Definition: gbt_classification_predict_types.h:97
daal::algorithms::classifier::prediction::prediction
Definition: classifier_predict_types.h:102
daal::algorithms::gbt::classification::prediction::interface1::Input
Input objects in the prediction stage of the GBT_CLASSIFICATION algorithm.
Definition: gbt_classification_predict_types.h:109

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