<?xml version="1.0" encoding="UTF-8"?>
<PMML version="3.0" xmlns="http://www.dmg.org/PMML-3_0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<Header copyright="Copyright (c) Integral Solutions Ltd., 1994 - 2005. All rights reserved.">
<Application name="Clementine" version="10.0"/>
<Annotation>Exported with PMML extensions for use with SPSS SmartScore</Annotation>
</Header>
<DataDictionary numberOfFields="2">
<DataField name="cardid" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="Product" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="beer" property="valid"/>
<Value value="cannedmeat" property="valid"/>
<Value value="cannedveg" property="valid"/>
<Value value="confectionery" property="valid"/>
<Value value="dairy" property="valid"/>
<Value value="fish" property="valid"/>
<Value value="freshmeat" property="valid"/>
<Value value="frozenmeal" property="valid"/>
<Value value="fruitveg" property="valid"/>
<Value value="softdrink" property="valid"/>
<Value value="wine" property="valid"/>
</DataField>
</DataDictionary>
<AssociationModel modelName="SHOPPING_ASSOC" algorithmName="Carma" functionName="associationRules" numberOfTransactions="939" minimumSupport="0.177848775292865" minimumConfidence="0.32013201320132" numberOfItems="7" numberOfItemsets="10" numberOfRules="18">
<MiningSchema>
<MiningField name="cardid" usageType="group"/>
<MiningField name="Product" usageType="active"/>
</MiningSchema>
<Item id="5" value="wine"/>
<Item id="7" value="fruitveg"/>
<Item id="4" value="confectionery"/>
<Item id="3" value="frozenmeal"/>
<Item id="6" value="fish"/>
<Item id="2" value="cannedveg"/>
<Item id="1" value="beer"/>
<Itemset id="9" numberOfItems="1" support="0.31096912">
<ItemRef itemRef="6"/>
</Itemset>
<Itemset id="1" numberOfItems="2" support="0.17784878">
<ItemRef itemRef="1"/>
<ItemRef itemRef="2"/>
</Itemset>
<Itemset id="8" numberOfItems="1" support="0.30457934">
<ItemRef itemRef="5"/>
</Itemset>
<Itemset id="5" numberOfItems="2" support="0.18423855">
<ItemRef itemRef="2"/>
<ItemRef itemRef="3"/>
</Itemset>
<Itemset id="10" numberOfItems="1" support="0.31842386">
<ItemRef itemRef="7"/>
</Itemset>
<Itemset id="4" numberOfItems="1" support="0.32268371">
<ItemRef itemRef="2"/>
</Itemset>
<Itemset id="3" numberOfItems="2" support="0.18104366">
<ItemRef itemRef="1"/>
<ItemRef itemRef="3"/>
</Itemset>
<Itemset id="7" numberOfItems="1" support="0.29392971">
<ItemRef itemRef="4"/>
</Itemset>
<Itemset id="2" numberOfItems="1" support="0.32161874">
<ItemRef itemRef="3"/>
</Itemset>
<Itemset id="6" numberOfItems="1" support="0.31203408">
<ItemRef itemRef="1"/>
</Itemset>
<AssociationRule id="1" support="0.15548456" confidence="0.874251497005988" antecedent="1" consequent="2" lift="2.718285283737161"/>
<AssociationRule id="2" support="0.15548456" confidence="0.8588235294117649" antecedent="3" consequent="4" lift="2.6615026208503174"/>
<AssociationRule id="3" support="0.15548456" confidence="0.84393063583815" antecedent="5" consequent="6" lift="2.704610467754342"/>
<AssociationRule id="4" support="0.18104366" confidence="0.580204778156997" antecedent="6" consequent="2" lift="1.8040141943358283"/>
<AssociationRule id="5" support="0.18423855" confidence="0.572847682119205" antecedent="2" consequent="4" lift="1.7752606386466425"/>
<AssociationRule id="6" support="0.18423855" confidence="0.570957095709571" antecedent="4" consequent="2" lift="1.775260638646646"/>
<AssociationRule id="7" support="0.17784878" confidence="0.569965870307167" antecedent="6" consequent="4" lift="1.7663298753083467"/>
<AssociationRule id="8" support="0.18104366" confidence="0.562913907284768" antecedent="2" consequent="6" lift="1.804014194335825"/>
<AssociationRule id="9" support="0.17784878" confidence="0.551155115511551" antecedent="4" consequent="6" lift="1.7663298753083483"/>
<AssociationRule id="10" support="0.15335463" confidence="0.521739130434783" antecedent="7" consequent="8" lift="1.7129826695044081"/>
<AssociationRule id="11" support="0.15335463" confidence="0.503496503496504" antecedent="8" consequent="7" lift="1.7129826695044097"/>
<AssociationRule id="12" support="0.15548456" confidence="0.498293515358362" antecedent="6" consequent="5" lift="2.7046104677543497"/>
<AssociationRule id="13" support="0.1544196" confidence="0.496575342465753" antecedent="9" consequent="10" lift="1.5594790855362624"/>
<AssociationRule id="14" support="0.1544196" confidence="0.48494983277591996" antecedent="10" consequent="9" lift="1.5594790855362641"/>
<AssociationRule id="15" support="0.15548456" confidence="0.483443708609272" antecedent="2" consequent="1" lift="2.7182852837371603"/>
<AssociationRule id="16" support="0.15548456" confidence="0.481848184818482" antecedent="4" consequent="3" lift="2.661502620850314"/>
<AssociationRule id="17" support="0.10330138" confidence="0.339160839160839" antecedent="8" consequent="4" lift="1.051062798587549"/>
<AssociationRule id="18" support="0.10330138" confidence="0.32013201320131995" antecedent="4" consequent="8" lift="1.0510627985875496"/>
</AssociationModel>
</PMML>