C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

lasso_regression_model.h
1 /* file: lasso_regression_model.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the class defining the lasso regression model
19 //--
20 */
21 
22 #ifndef __LASSO_REGRESSION_MODEL_H__
23 #define __LASSO_REGRESSION_MODEL_H__
24 
25 #include "data_management/data/numeric_table.h"
26 #include "algorithms/linear_model/linear_model_model.h"
27 
28 namespace daal
29 {
30 namespace algorithms
31 {
37 namespace lasso_regression
38 {
39 
43 namespace interface1
44 {
45 
56 class DAAL_EXPORT Model : public linear_model::Model
57 {
58 public:
59  DECLARE_MODEL(Model, linear_model::Model);
60 };
61 typedef services::SharedPtr<Model> ModelPtr;
62 typedef services::SharedPtr<const Model> ModelConstPtr;
64 } // namespace interface1
65 
66 using interface1::Model;
67 using interface1::ModelPtr;
68 using interface1::ModelConstPtr;
69 
80 DAAL_EXPORT services::Status checkModel(
81  lasso_regression::Model* model, const daal::algorithms::Parameter &par, size_t nBeta, size_t nResponses, int method);
82 
83 } // namespace lasso_regression
84 } // namespace algorithms
85 } // namespace daal
86 
87 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::classifier::prediction::model
Definition: classifier_predict_types.h:66
daal::algorithms::lasso_regression::checkModel
DAAL_EXPORT services::Status checkModel(lasso_regression::Model *model, const daal::algorithms::Parameter &par, size_t nBeta, size_t nResponses, int method)
daal::algorithms::lasso_regression::interface1::Model
Base class for models trained with the lasso regression algorithm
Definition: lasso_regression_model.h:56

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