22 #ifndef __APRIORI_TYPES_H__
23 #define __APRIORI_TYPES_H__
25 #include "services/daal_defines.h"
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/homogen_numeric_table.h"
42 namespace association_rules
61 itemsetsSortedBySupport
71 rulesSortedByConfidence
96 lastResultId = confidence
111 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
113 Parameter(
double minSupport = 0.01,
double minConfidence = 0.6,
size_t nUniqueItems = 0,
size_t nTransactions = 0,
114 bool discoverRules =
true, ItemsetsOrder itemsetsOrder = itemsetsUnsorted,
115 RulesOrder rulesOrder = rulesUnsorted,
size_t minSize = 0,
size_t maxSize = 0);
118 double minConfidence;
120 size_t nTransactions;
122 ItemsetsOrder itemsetsOrder;
123 RulesOrder rulesOrder;
124 size_t minItemsetSize;
125 size_t maxItemsetSize;
131 services::Status check() const DAAL_C11_OVERRIDE;
139 class DAAL_EXPORT Input : public daal::algorithms::Input
143 Input(
const Input& other) : daal::algorithms::Input(other){}
152 data_management::NumericTablePtr
get(InputId id)
const;
159 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
166 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
173 class DAAL_EXPORT Result :
public daal::algorithms::Result
176 DECLARE_SERIALIZABLE_CAST(Result);
178 virtual ~Result() {};
186 template <
typename algorithmFPType>
187 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
194 data_management::NumericTablePtr
get(ResultId id)
const;
201 void set(ResultId
id,
const data_management::NumericTablePtr &ptr);
209 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
213 template<
typename Archive,
bool onDeserialize>
214 services::Status serialImpl(Archive *arch)
216 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
219 typedef services::SharedPtr<Result> ResultPtr;
222 using interface1::Parameter;
223 using interface1::Input;
224 using interface1::Result;
225 using interface1::ResultPtr;
daal::algorithms::association_rules::interface1::Parameter::nUniqueItems
size_t nUniqueItems
Definition: apriori_types.h:119
daal
Definition: algorithm_base_common.h:31
daal::algorithms::association_rules::confidence
Definition: apriori_types.h:95
daal::algorithms::association_rules::defaultDense
Definition: apriori_types.h:51
daal::algorithms::association_rules::interface1::Parameter::minConfidence
double minConfidence
Definition: apriori_types.h:118
daal::algorithms::association_rules::apriori
Definition: apriori_types.h:50
daal::algorithms::association_rules::Method
Method
Definition: apriori_types.h:48
daal::algorithms::association_rules::largeItemsetsSupport
Definition: apriori_types.h:92
daal::algorithms::association_rules::interface1::Parameter::nTransactions
size_t nTransactions
Definition: apriori_types.h:120
daal::algorithms::association_rules::interface1::Parameter::rulesOrder
RulesOrder rulesOrder
Definition: apriori_types.h:123
daal::algorithms::association_rules::interface1::Parameter::itemsetsOrder
ItemsetsOrder itemsetsOrder
Definition: apriori_types.h:122
daal::algorithms::association_rules::itemsetsSortedBySupport
Definition: apriori_types.h:61
daal::algorithms::association_rules::antecedentItemsets
Definition: apriori_types.h:93
daal::algorithms::association_rules::data
Definition: apriori_types.h:81
daal::algorithms::association_rules::ResultId
ResultId
Definition: apriori_types.h:89
daal::algorithms::association_rules::itemsetsUnsorted
Definition: apriori_types.h:60
daal::algorithms::association_rules::interface1::Parameter::maxItemsetSize
size_t maxItemsetSize
Definition: apriori_types.h:125
daal::algorithms::association_rules::interface1::Parameter::minItemsetSize
size_t minItemsetSize
Definition: apriori_types.h:124
daal::algorithms::association_rules::rulesSortedByConfidence
Definition: apriori_types.h:71
daal::algorithms::association_rules::consequentItemsets
Definition: apriori_types.h:94
daal::algorithms::association_rules::interface1::Result
Results obtained with the compute() method of the association rules algorithm in the batch processing...
Definition: apriori_types.h:173
daal::algorithms::association_rules::ItemsetsOrder
ItemsetsOrder
Definition: apriori_types.h:58
daal::algorithms::association_rules::interface1::Parameter::minSupport
double minSupport
Definition: apriori_types.h:117
daal::algorithms::association_rules::interface1::Parameter::discoverRules
bool discoverRules
Definition: apriori_types.h:121
daal::algorithms::association_rules::largeItemsets
Definition: apriori_types.h:91
daal::algorithms::association_rules::rulesUnsorted
Definition: apriori_types.h:70
daal::algorithms::association_rules::interface1::Parameter
Parameters for the association rules compute() method.
Definition: apriori_types.h:111
daal::algorithms::association_rules::InputId
InputId
Definition: apriori_types.h:79
daal::algorithms::association_rules::RulesOrder
RulesOrder
Definition: apriori_types.h:68