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codersofthedark/rules.pmml

Created June 25, 2013 08:20
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rules.pmml
<?xml version="1.0"?>
<PMML version="4.1" xmlns="http://www.dmg.org/PMML-4_1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.dmg.org/PMML-4_1 http://www.dmg.org/v4-1/pmml-4-1.xsd">
<Header copyright="Copyright (c) 2013 super-computer" description="arules association rules model">
<Extension name="user" value="super-computer" extender="Rattle/PMML"/>
<Application name="Rattle/PMML" version="1.2.34r27"/>
<Timestamp>2013-06-19 20:39:58</Timestamp>
</Header>
<DataDictionary numberOfFields="2">
<DataField name="transaction" optype="categorical" dataType="string"/>
<DataField name="item" optype="categorical" dataType="string"/>
</DataDictionary>
<AssociationModel functionName="associationRules" numberOfTransactions="351019" numberOfItems="29" minimumSupport="0.003" minimumConfidence="0.005" numberOfItemsets="59" numberOfRules="241">
<MiningSchema>
<MiningField name="transaction"/>
<MiningField name="item"/>
</MiningSchema>
<Item id="1" value=""/>
<Item id="2" value="Action"/>
<Item id="3" value="Adult"/>
<Item id="4" value="Adventure"/>
<Item id="5" value="Animation"/>
<Item id="6" value="Biography"/>
<Item id="7" value="Comedy"/>
<Item id="8" value="Crime"/>
<Item id="9" value="Documentary"/>
<Item id="10" value="Drama"/>
<Item id="11" value="Family"/>
<Item id="12" value="Fantasy"/>
<Item id="13" value="Film-Noir"/>
<Item id="14" value="Game-Show"/>
<Item id="15" value="History"/>
<Item id="16" value="Horror"/>
<Item id="17" value="Music"/>
<Item id="18" value="Musical"/>
<Item id="19" value="Mystery"/>
<Item id="20" value="News"/>
<Item id="21" value="Reality-TV"/>
<Item id="22" value="Romance"/>
<Item id="23" value="Sci-Fi"/>
<Item id="24" value="Short"/>
<Item id="25" value="Sport"/>
<Item id="26" value="Talk-Show"/>
<Item id="27" value="Thriller"/>
<Item id="28" value="War"/>
<Item id="29" value="Western"/>
<Itemset id="1" numberOfItems="0"/>
<Itemset id="2" numberOfItems="1">
<ItemRef itemRef="20"/>
</Itemset>
<Itemset id="3" numberOfItems="1">
<ItemRef itemRef="9"/>
</Itemset>
<Itemset id="4" numberOfItems="1">
<ItemRef itemRef="29"/>
</Itemset>
<Itemset id="5" numberOfItems="1">
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="6" numberOfItems="1">
<ItemRef itemRef="25"/>
</Itemset>
<Itemset id="7" numberOfItems="1">
<ItemRef itemRef="18"/>
</Itemset>
<Itemset id="8" numberOfItems="1">
<ItemRef itemRef="7"/>
</Itemset>
<Itemset id="9" numberOfItems="1">
<ItemRef itemRef="10"/>
</Itemset>
<Itemset id="10" numberOfItems="1">
<ItemRef itemRef="28"/>
</Itemset>
<Itemset id="11" numberOfItems="1">
<ItemRef itemRef="15"/>
</Itemset>
<Itemset id="12" numberOfItems="1">
<ItemRef itemRef="6"/>
</Itemset>
<Itemset id="13" numberOfItems="1">
<ItemRef itemRef="23"/>
</Itemset>
<Itemset id="14" numberOfItems="1">
<ItemRef itemRef="12"/>
</Itemset>
<Itemset id="15" numberOfItems="1">
<ItemRef itemRef="16"/>
</Itemset>
<Itemset id="16" numberOfItems="1">
<ItemRef itemRef="4"/>
</Itemset>
<Itemset id="17" numberOfItems="1">
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="18" numberOfItems="1">
<ItemRef itemRef="2"/>
</Itemset>
<Itemset id="19" numberOfItems="1">
<ItemRef itemRef="17"/>
</Itemset>
<Itemset id="20" numberOfItems="1">
<ItemRef itemRef="19"/>
</Itemset>
<Itemset id="21" numberOfItems="1">
<ItemRef itemRef="8"/>
</Itemset>
<Itemset id="22" numberOfItems="1">
<ItemRef itemRef="11"/>
</Itemset>
<Itemset id="23" numberOfItems="1">
<ItemRef itemRef="5"/>
</Itemset>
<Itemset id="24" numberOfItems="1">
<ItemRef itemRef="22"/>
</Itemset>
<Itemset id="25" numberOfItems="2">
<ItemRef itemRef="6"/>
<ItemRef itemRef="9"/>
</Itemset>
<Itemset id="26" numberOfItems="2">
<ItemRef itemRef="6"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="27" numberOfItems="2">
<ItemRef itemRef="9"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="28" numberOfItems="2">
<ItemRef itemRef="19"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="29" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="19"/>
</Itemset>
<Itemset id="30" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="31" numberOfItems="2">
<ItemRef itemRef="19"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="32" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="33" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="12"/>
</Itemset>
<Itemset id="34" numberOfItems="2">
<ItemRef itemRef="12"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="35" numberOfItems="2">
<ItemRef itemRef="16"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="36" numberOfItems="2">
<ItemRef itemRef="16"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="37" numberOfItems="2">
<ItemRef itemRef="24"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="38" numberOfItems="2">
<ItemRef itemRef="8"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="39" numberOfItems="2">
<ItemRef itemRef="8"/>
<ItemRef itemRef="10"/>
</Itemset>
<Itemset id="40" numberOfItems="2">
<ItemRef itemRef="2"/>
<ItemRef itemRef="8"/>
</Itemset>
<Itemset id="41" numberOfItems="2">
<ItemRef itemRef="2"/>
<ItemRef itemRef="10"/>
</Itemset>
<Itemset id="42" numberOfItems="2">
<ItemRef itemRef="8"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="43" numberOfItems="2">
<ItemRef itemRef="5"/>
<ItemRef itemRef="11"/>
</Itemset>
<Itemset id="44" numberOfItems="2">
<ItemRef itemRef="7"/>
<ItemRef itemRef="11"/>
</Itemset>
<Itemset id="45" numberOfItems="2">
<ItemRef itemRef="5"/>
<ItemRef itemRef="7"/>
</Itemset>
<Itemset id="46" numberOfItems="2">
<ItemRef itemRef="11"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="47" numberOfItems="2">
<ItemRef itemRef="5"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="48" numberOfItems="2">
<ItemRef itemRef="7"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="49" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="11"/>
</Itemset>
<Itemset id="50" numberOfItems="2">
<ItemRef itemRef="2"/>
<ItemRef itemRef="27"/>
</Itemset>
<Itemset id="51" numberOfItems="2">
<ItemRef itemRef="7"/>
<ItemRef itemRef="22"/>
</Itemset>
<Itemset id="52" numberOfItems="2">
<ItemRef itemRef="10"/>
<ItemRef itemRef="22"/>
</Itemset>
<Itemset id="53" numberOfItems="2">
<ItemRef itemRef="7"/>
<ItemRef itemRef="10"/>
</Itemset>
<Itemset id="54" numberOfItems="2">
<ItemRef itemRef="22"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="55" numberOfItems="3">
<ItemRef itemRef="5"/>
<ItemRef itemRef="7"/>
<ItemRef itemRef="11"/>
</Itemset>
<Itemset id="56" numberOfItems="3">
<ItemRef itemRef="5"/>
<ItemRef itemRef="11"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="57" numberOfItems="3">
<ItemRef itemRef="7"/>
<ItemRef itemRef="11"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="58" numberOfItems="3">
<ItemRef itemRef="5"/>
<ItemRef itemRef="7"/>
<ItemRef itemRef="24"/>
</Itemset>
<Itemset id="59" numberOfItems="1">
<ItemRef itemRef="3"/>
</Itemset>
<AssociationRule support="0.00574897655112686" confidence="0.00574897655112686" lift="1" antecedent="1" consequent="2"/>
<AssociationRule support="0.0155433181679624" confidence="0.0155433181679624" lift="1" antecedent="1" consequent="4"/>
<AssociationRule support="0.0178024551377561" confidence="0.0178024551377561" lift="1" antecedent="1" consequent="6"/>
<AssociationRule support="0.016386577364758" confidence="0.016386577364758" lift="1" antecedent="1" consequent="7"/>
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<AssociationRule support="0.0188650756796641" confidence="0.0188650756796641" lift="1" antecedent="1" consequent="12"/>
<AssociationRule support="0.0223947991419268" confidence="0.0223947991419268" lift="1" antecedent="1" consequent="13"/>
<AssociationRule support="0.0324797233198203" confidence="0.0324797233198203" lift="1" antecedent="1" consequent="19"/>
<AssociationRule support="0.0223634618069107" confidence="0.0223634618069107" lift="1" antecedent="1" consequent="20"/>
<AssociationRule support="0.0749047772342808" confidence="0.0749047772342808" lift="1" antecedent="1" consequent="59"/>
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<AssociationRule support="0.0377443956025172" confidence="0.0377443956025172" lift="1" antecedent="1" consequent="22"/>
<AssociationRule support="0.0456869856047678" confidence="0.0456869856047678" lift="1" antecedent="1" consequent="23"/>
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<AssociationRule support="0.0527464325292933" confidence="0.0527464325292933" lift="1" antecedent="1" consequent="24"/>
<AssociationRule support="0.0550283602881895" confidence="0.0550283602881895" lift="1" antecedent="1" consequent="18"/>
<AssociationRule support="0.177503212076839" confidence="0.177503212076839" lift="1" antecedent="1" consequent="3"/>
<AssociationRule support="0.199484928166282" confidence="0.199484928166282" lift="1" antecedent="1" consequent="8"/>
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<AssociationRule support="0.432779991966247" confidence="0.432779991966247" lift="1" antecedent="1" consequent="5"/>
<AssociationRule support="0.00358670043501919" confidence="0.62388503468781" lift="3.51478166162839" antecedent="2" consequent="3"/>
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<AssociationRule support="0.00503676439167111" confidence="0.0116381636978817" lift="0.748756705107539" antecedent="5" consequent="4"/>
<AssociationRule support="0.0044669946641065" confidence="0.250920147223556" lift="1.41360905128261" antecedent="6" consequent="3"/>
<AssociationRule support="0.0044669946641065" confidence="0.0251657117177845" lift="1.41360905128261" antecedent="3" consequent="6"/>
<AssociationRule support="0.00420205174078896" confidence="0.236037766042567" lift="0.545398979675973" antecedent="6" consequent="5"/>
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<AssociationRule support="0.00580880237252115" confidence="0.354485396383867" lift="1.77700340392826" antecedent="7" consequent="8"/>
<AssociationRule support="0.00580880237252115" confidence="0.0291190037559088" lift="1.77700340392826" antecedent="8" consequent="7"/>
<AssociationRule support="0.00323344320392913" confidence="0.197322670375522" lift="0.723134652626721" antecedent="7" consequent="9"/>
<AssociationRule support="0.00323344320392913" confidence="0.0118497019304052" lift="0.723134652626721" antecedent="9" consequent="7"/>
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<AssociationRule support="0.00319071047436179" confidence="0.218153486560187" lift="1.22901148665271" antecedent="10" consequent="3"/>
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<AssociationRule support="0.00744973918790721" confidence="0.509349435138294" lift="1.86662904036007" antecedent="10" consequent="9"/>
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<AssociationRule support="0.00407670240072475" confidence="0.278730035060382" lift="0.644045566418238" antecedent="10" consequent="5"/>
<AssociationRule support="0.00407670240072475" confidence="0.00941980330976737" lift="0.644045566418238" antecedent="5" consequent="10"/>
<AssociationRule support="0.00697967916266641" confidence="0.442797758901139" lift="2.49459011879434" antecedent="11" consequent="3"/>
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<AssociationRule support="0.00540996356322592" confidence="0.343213446593168" lift="1.2577852104203" antecedent="11" consequent="9"/>
<AssociationRule support="0.00540996356322592" confidence="0.0198260651681405" lift="1.2577852104203" antecedent="9" consequent="11"/>
<AssociationRule support="0.00465501867420282" confidence="0.295318995120188" lift="0.682376728597057" antecedent="11" consequent="5"/>
<AssociationRule support="0.00465501867420282" confidence="0.0107560856800558" lift="0.682376728597057" antecedent="5" consequent="11"/>
<AssociationRule support="0.0101105638156339" confidence="0.535940803382664" lift="3.01933016936427" antecedent="12" consequent="3"/>
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<AssociationRule support="0.00582019776707244" confidence="0.308517064331018" lift="1.13063227717246" antecedent="12" consequent="9"/>
<AssociationRule support="0.00582019776707244" confidence="0.0213294634747293" lift="1.13063227717246" antecedent="9" consequent="12"/>
<AssociationRule support="0.00631304858141582" confidence="0.334642102083963" lift="0.773238385082418" antecedent="12" consequent="5"/>
<AssociationRule support="0.00631304858141582" confidence="0.014587200653001" lift="0.773238385082418" antecedent="5" consequent="12"/>
<AssociationRule support="0.00304826804247064" confidence="0.136114998091846" lift="5.01090199425292" antecedent="13" consequent="14"/>
<AssociationRule support="0.00304826804247064" confidence="0.112218143681175" lift="5.01090199425292" antecedent="14" consequent="13"/>
<AssociationRule support="0.00308530307476233" confidence="0.137768731713522" lift="3.86906492018153" antecedent="13" consequent="15"/>
<AssociationRule support="0.00308530307476233" confidence="0.0866469317545404" lift="3.86906492018153" antecedent="15" consequent="13"/>
<AssociationRule support="0.00316222198798356" confidence="0.141203409235466" lift="4.36005273631458" antecedent="13" consequent="16"/>
<AssociationRule support="0.00316222198798356" confidence="0.0976425052779733" lift="4.36005273631458" antecedent="16" consequent="13"/>
<AssociationRule support="0.00331036211715035" confidence="0.147818343722173" lift="3.00533143324723" antecedent="13" consequent="17"/>
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<AssociationRule support="0.0057660696429538" confidence="0.257473603867192" lift="4.67892560343021" antecedent="13" consequent="18"/>
<AssociationRule support="0.0057660696429538" confidence="0.104783599088838" lift="4.67892560343021" antecedent="18" consequent="13"/>
<AssociationRule support="0.00375193365601292" confidence="0.167535936903702" lift="0.83984258080917" antecedent="13" consequent="8"/>
<AssociationRule support="0.00375193365601292" confidence="0.0188081059080588" lift="0.83984258080917" antecedent="8" consequent="13"/>
<AssociationRule support="0.00409094664391386" confidence="0.182673960055973" lift="0.669451059007208" antecedent="13" consequent="9"/>
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<AssociationRule support="0.00584583740481285" confidence="0.215207131620346" lift="1.07881399160622" antecedent="14" consequent="8"/>
<AssociationRule support="0.00584583740481285" confidence="0.0293046570412579" lift="1.07881399160622" antecedent="8" consequent="14"/>
<AssociationRule support="0.00700246995176899" confidence="0.257787100157315" lift="0.944720567429717" antecedent="14" consequent="9"/>
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<AssociationRule support="0.0130790640962455" confidence="0.481489250131096" lift="1.11254969977597" antecedent="14" consequent="5"/>
<AssociationRule support="0.0130790640962455" confidence="0.0302210461181985" lift="1.11254969977597" antecedent="5" consequent="14"/>
<AssociationRule support="0.00927585116475177" confidence="0.260500840067205" lift="5.29630723310457" antecedent="15" consequent="17"/>
<AssociationRule support="0.00927585116475177" confidence="0.188589632203881" lift="5.29630723310457" antecedent="17" consequent="15"/>
<AssociationRule support="0.00590851207484495" confidence="0.165933274661973" lift="0.83180857916072" antecedent="15" consequent="8"/>
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</PMML>
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