C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

adaboost_quality_metric_set_batch.h
1 /* file: adaboost_quality_metric_set_batch.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *******************************************************************************/
17 
18 /*
19 //++
20 // Interface for the AdaBoost quality metric set.
21 //--
22 */
23 
24 #ifndef __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
25 #define __ADABOOST_QUALITY_METRIC_SET_BATCH_H__
26 
27 #include "algorithms/algorithm_quality_metric_set_batch.h"
28 #include "algorithms/classifier/binary_confusion_matrix_batch.h"
29 #include "algorithms/boosting/adaboost_quality_metric_set_types.h"
30 
31 namespace daal
32 {
33 namespace algorithms
34 {
35 namespace adaboost
36 {
40 namespace quality_metric_set
41 {
42 
43 namespace interface1
44 {
62 class Batch : public algorithms::quality_metric_set::Batch
63 {
64 public:
69  DAAL_DEPRECATED Batch(bool useDefaultMetrics = true) : algorithms::quality_metric_set::Batch(useDefaultMetrics)
70  {
71  _inputData = interface1::InputDataCollectionPtr(new interface1::InputDataCollection());
72  if (_useDefaultMetrics)
73  {
74  initializeQualityMetrics();
75  }
76  _resultCollection = interface1::ResultCollectionPtr(new interface1::ResultCollection());
77  }
78 
79  DAAL_DEPRECATED_VIRTUAL virtual ~Batch() {}
80 
85  DAAL_DEPRECATED interface1::ResultCollectionPtr getResultCollection()
86  {
87  return services::staticPointerCast<interface1::ResultCollection,
88  algorithms::quality_metric_set::ResultCollection>(_resultCollection);
89  }
90 
95  DAAL_DEPRECATED interface1::InputDataCollectionPtr getInputDataCollection()
96  {
97  return services::staticPointerCast<interface1::InputDataCollection,
98  algorithms::quality_metric_set::InputDataCollection>(_inputData);
99  }
100 
101 protected:
102  virtual void initializeQualityMetrics()
103  {
104  inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::binary_confusion_matrix::Batch<> >(
105  new classifier::quality_metric::binary_confusion_matrix::Batch<>());
106  _inputData->add(confusionMatrix, algorithms::InputPtr(
107  new classifier::quality_metric::binary_confusion_matrix::Input));
108  }
109 };
111 } // namespace interface1
112 
113 namespace interface2
114 {
132 class Batch : public algorithms::quality_metric_set::Batch
133 {
134 public:
135  Parameter parameter;
141  Batch(size_t nClasses = 2, bool useDefaultMetrics = true) :
142  algorithms::quality_metric_set::Batch(useDefaultMetrics),
143  parameter(nClasses)
144  {
145  _inputData = InputDataCollectionPtr(new InputDataCollection());
146  if (_useDefaultMetrics)
147  {
148  initializeQualityMetrics();
149  }
150  _resultCollection = ResultCollectionPtr(new ResultCollection());
151  }
152 
153  virtual ~Batch() {}
154 
159  ResultCollectionPtr getResultCollection()
160  {
161  return services::staticPointerCast<ResultCollection,
162  algorithms::quality_metric_set::ResultCollection>(_resultCollection);
163  }
164 
169  InputDataCollectionPtr getInputDataCollection()
170  {
171  return services::staticPointerCast<InputDataCollection,
172  algorithms::quality_metric_set::InputDataCollection>(_inputData);
173  }
174 
175 protected:
176  virtual void initializeQualityMetrics()
177  {
178  inputAlgorithms[confusionMatrix] = services::SharedPtr<classifier::quality_metric::multiclass_confusion_matrix::Batch<> >(
179  new classifier::quality_metric::multiclass_confusion_matrix::Batch<>(parameter.nClasses));
180  _inputData->add(confusionMatrix, algorithms::InputPtr(
181  new classifier::quality_metric::multiclass_confusion_matrix::Input));
182  }
183 };
185 } // namespace interface2
186 using interface2::Batch;
187 
188 }
189 }
190 }
191 }
192 #endif
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::Batch
Batch(size_t nClasses=2, bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:141
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::Batch
DAAL_DEPRECATED Batch(bool useDefaultMetrics=true)
Definition: adaboost_quality_metric_set_batch.h:69
daal::algorithms::adaboost::quality_metric_set::interface1::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: adaboost_quality_metric_set_types.h:67
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::parameter
Parameter parameter
Definition: adaboost_quality_metric_set_batch.h:135
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::getInputDataCollection
InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:169
daal::algorithms::adaboost::quality_metric_set::interface1::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: adaboost_quality_metric_set_types.h:87
daal::algorithms::adaboost::quality_metric_set::interface2::Batch::getResultCollection
ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:159
daal::algorithms::adaboost::quality_metric_set::interface2::Batch
Class that represents a set of quality metrics to check the model trained with the AdaBoost algorithm...
Definition: adaboost_quality_metric_set_batch.h:132
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getInputDataCollection
DAAL_DEPRECATED interface1::InputDataCollectionPtr getInputDataCollection()
Definition: adaboost_quality_metric_set_batch.h:95
daal::algorithms::adaboost::quality_metric_set::interface2::ResultCollection
Class that implements functionality of the collection of result objects of the quality metrics algori...
Definition: adaboost_quality_metric_set_types.h:131
daal::algorithms::adaboost::quality_metric_set::interface1::Batch
Class that represents a set of quality metrics to check the model trained with the AdaBoost algorithm...
Definition: adaboost_quality_metric_set_batch.h:62
daal::services::interface1::staticPointerCast
SharedPtr< T > staticPointerCast(const SharedPtr< U > &r)
Definition: daal_shared_ptr.h:425
daal::algorithms::adaboost::quality_metric_set::interface2::Parameter
Parameters for the AdaBoost compute() method.
Definition: adaboost_quality_metric_set_types.h:117
daal::algorithms::adaboost::quality_metric_set::interface1::Batch::getResultCollection
DAAL_DEPRECATED interface1::ResultCollectionPtr getResultCollection()
Definition: adaboost_quality_metric_set_batch.h:85
daal::algorithms::adaboost::quality_metric_set::interface2::InputDataCollection
Class that implements functionality of the collection of input objects of the quality metrics algorit...
Definition: adaboost_quality_metric_set_types.h:151
daal::algorithms::adaboost::quality_metric_set::confusionMatrix
Definition: adaboost_quality_metric_set_types.h:53
daal::algorithms::adaboost::quality_metric_set::interface2::Parameter::nClasses
size_t nClasses
Definition: adaboost_quality_metric_set_types.h:122

For more complete information about compiler optimizations, see our Optimization Notice.