24 #ifndef __APRIORI_TYPES_H__
25 #define __APRIORI_TYPES_H__
27 #include "services/daal_defines.h"
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/homogen_numeric_table.h"
44 namespace association_rules
63 itemsetsSortedBySupport
73 rulesSortedByConfidence
98 lastResultId = confidence
113 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
115 Parameter(
double minSupport = 0.01,
double minConfidence = 0.6,
size_t nUniqueItems = 0,
size_t nTransactions = 0,
116 bool discoverRules =
true, ItemsetsOrder itemsetsOrder = itemsetsUnsorted,
117 RulesOrder rulesOrder = rulesUnsorted,
size_t minSize = 0,
size_t maxSize = 0);
120 double minConfidence;
122 size_t nTransactions;
124 ItemsetsOrder itemsetsOrder;
125 RulesOrder rulesOrder;
126 size_t minItemsetSize;
127 size_t maxItemsetSize;
133 services::Status check() const DAAL_C11_OVERRIDE;
141 class DAAL_EXPORT Input : public daal::algorithms::Input
145 Input(
const Input& other) : daal::algorithms::Input(other){}
154 data_management::NumericTablePtr
get(InputId id)
const;
161 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
168 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
175 class DAAL_EXPORT Result :
public daal::algorithms::Result
178 DECLARE_SERIALIZABLE_CAST(Result);
180 virtual ~Result() {};
188 template <
typename algorithmFPType>
189 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
196 data_management::NumericTablePtr
get(ResultId id)
const;
203 void set(ResultId
id,
const data_management::NumericTablePtr &ptr);
211 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
215 template<
typename Archive,
bool onDeserialize>
216 services::Status serialImpl(Archive *arch)
218 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
221 typedef services::SharedPtr<Result> ResultPtr;
224 using interface1::Parameter;
225 using interface1::Input;
226 using interface1::Result;
227 using interface1::ResultPtr;
daal::algorithms::association_rules::rulesSortedByConfidence
Definition: apriori_types.h:73
daal::algorithms::association_rules::itemsetsSortedBySupport
Definition: apriori_types.h:63
daal::algorithms::association_rules::interface1::Parameter::rulesOrder
RulesOrder rulesOrder
Definition: apriori_types.h:125
daal::algorithms::association_rules::interface1::Parameter::maxItemsetSize
size_t maxItemsetSize
Definition: apriori_types.h:127
daal::algorithms::association_rules::interface1::Parameter::nUniqueItems
size_t nUniqueItems
Definition: apriori_types.h:121
daal::algorithms::association_rules::data
Definition: apriori_types.h:83
daal::algorithms::association_rules::largeItemsets
Definition: apriori_types.h:93
daal::algorithms::association_rules::interface1::Parameter
Parameters for the association rules compute() method.
Definition: apriori_types.h:113
daal::algorithms::association_rules::interface1::Parameter::discoverRules
bool discoverRules
Definition: apriori_types.h:123
daal::algorithms::association_rules::confidence
Definition: apriori_types.h:97
daal::algorithms::association_rules::defaultDense
Definition: apriori_types.h:53
daal::algorithms::association_rules::Method
Method
Definition: apriori_types.h:50
daal::algorithms::association_rules::interface1::Parameter::minItemsetSize
size_t minItemsetSize
Definition: apriori_types.h:126
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:175
daal::algorithms::association_rules::interface1::Input
Input for the association rules algorithm
Definition: apriori_types.h:141
daal::algorithms::association_rules::interface1::Parameter::minSupport
double minSupport
Definition: apriori_types.h:119
daal::algorithms::association_rules::InputId
InputId
Definition: apriori_types.h:81
daal::algorithms::association_rules::RulesOrder
RulesOrder
Definition: apriori_types.h:70
daal::algorithms::association_rules::itemsetsUnsorted
Definition: apriori_types.h:62
daal::algorithms::association_rules::apriori
Definition: apriori_types.h:52
daal::algorithms::association_rules::ResultId
ResultId
Definition: apriori_types.h:91
daal::algorithms::association_rules::ItemsetsOrder
ItemsetsOrder
Definition: apriori_types.h:60
daal::algorithms::association_rules::interface1::Parameter::nTransactions
size_t nTransactions
Definition: apriori_types.h:122
daal::algorithms::association_rules::consequentItemsets
Definition: apriori_types.h:96
daal::algorithms::association_rules::antecedentItemsets
Definition: apriori_types.h:95
daal::algorithms::association_rules::interface1::Parameter::minConfidence
double minConfidence
Definition: apriori_types.h:120
daal::algorithms::association_rules::largeItemsetsSupport
Definition: apriori_types.h:94
daal::algorithms::association_rules::interface1::Parameter::itemsetsOrder
ItemsetsOrder itemsetsOrder
Definition: apriori_types.h:124
daal::algorithms::association_rules::rulesUnsorted
Definition: apriori_types.h:72