<?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="15">
<DataField name="age" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="sex" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="female" property="valid"/>
<Value value="male" property="valid"/>
</DataField>
<DataField name="cp" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="asympt" property="valid"/>
<Value value="atyp_angina" property="valid"/>
<Value value="non_anginal" property="valid"/>
<Value value="typ_angina" property="valid"/>
</DataField>
<DataField name="trestbps" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="chol" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="fbs" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="f" property="valid"/>
<Value value="t" property="valid"/>
</DataField>
<DataField name="restecg" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="left_vent_hyper" property="valid"/>
<Value value="normal" property="valid"/>
<Value value="st_t_wave_abnormality" property="valid"/>
</DataField>
<DataField name="thalach" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="exang" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="no" property="valid"/>
<Value value="yes" property="valid"/>
</DataField>
<DataField name="oldpeak" optype="continuous" dataType="double">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="slope" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="down" property="valid"/>
<Value value="flat" property="valid"/>
<Value value="up" property="valid"/>
</DataField>
<DataField name="ca" optype="continuous" dataType="integer">
<Extension name="storageType" value="numeric"/>
</DataField>
<DataField name="thal" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="fixed_defect" property="valid"/>
<Value value="normal" property="valid"/>
<Value value="reversable_defect" property="valid"/>
</DataField>
<DataField name="$R-num" optype="categorical" dataType="string">
<Extension name="storageType" value="string"/>
<Value value="&lt;50" property="valid"/>
<Value value="&gt;50_1" property="valid"/>
</DataField>
<DataField name="$RC-num" optype="continuous" dataType="double">
<Extension name="storageType" value="numeric"/>
</DataField>
</DataDictionary>
<TreeModel modelName="HEART_TREE" functionName="classification" algorithmName="C&amp;R Tree">
<Extension name="missingValueStrategy" value="defaultChild"/>
<Extension name="missingValuePenalty" value="0.9"/>
<MiningSchema>
<MiningField name="age" usageType="active"/>
<MiningField name="sex" usageType="active"/>
<MiningField name="cp" usageType="active"/>
<MiningField name="trestbps" usageType="active"/>
<MiningField name="chol" usageType="active"/>
<MiningField name="fbs" usageType="active"/>
<MiningField name="restecg" usageType="active"/>
<MiningField name="thalach" usageType="active"/>
<MiningField name="exang" usageType="active"/>
<MiningField name="oldpeak" usageType="active"/>
<MiningField name="slope" usageType="active"/>
<MiningField name="ca" usageType="active"/>
<MiningField name="thal" usageType="active"/>
<MiningField name="$R-num" usageType="predicted"/>
<MiningField name="$RC-num" usageType="supplementary"/>
</MiningSchema>
<Node score="&lt;50" recordCount="303" id="0">
<Extension name="defaultChild" value="0"/>
<Extension name="nrCorrect" value="165.0891089108911"/>
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<ScoreDistribution value="&lt;50" recordCount="165">
<Extension name="confidence" value="0.544262295081967"/>
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<ScoreDistribution value="&gt;50_1" recordCount="138">
<Extension name="confidence" value="0.455737704918033"/>
</ScoreDistribution>
<Node score="&lt;50" recordCount="167" id="1">
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</SimpleSetPredicate>
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<SimpleSetPredicate field="cp" booleanOperator="isIn">
<Array n="3" type="string">"atyp_angina" "non_anginal" "typ_angina"</Array>
</SimpleSetPredicate>
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</SimpleSetPredicate>
<SimplePredicate field="oldpeak" operator="lessOrEqual" value="1.55"/>
<SimpleSetPredicate field="sex" booleanOperator="isIn">
<Array n="1" type="string">"female"</Array>
</SimpleSetPredicate>
<True/>
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<SimplePredicate field="chol" operator="lessOrEqual" value="405.5"/>
<SimplePredicate field="oldpeak" operator="lessOrEqual" value="3.55"/>
<SimpleSetPredicate field="cp" booleanOperator="isIn">
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</SimpleSetPredicate>
<True/>
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<Node score="&gt;50_1" recordCount="5" id="4">
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<SimplePredicate field="age" operator="greaterThan" value="66.5"/>
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<SimplePredicate field="oldpeak" operator="greaterThan" value="3.55"/>
<SimpleSetPredicate field="cp" booleanOperator="isIn">
<Array n="1" type="string">"typ_angina"</Array>
</SimpleSetPredicate>
<False/>
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<SimpleSetPredicate field="cp" booleanOperator="isIn">
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</SimpleSetPredicate>
<SimpleSetPredicate field="exang" booleanOperator="isIn">
<Array n="1" type="string">"yes"</Array>
</SimpleSetPredicate>
<SimplePredicate field="thalach" operator="lessOrEqual" value="125.5"/>
<SimpleSetPredicate field="slope" booleanOperator="isIn">
<Array n="2" type="string">"down" "flat"</Array>
</SimpleSetPredicate>
<SimplePredicate field="oldpeak" operator="greaterThan" value="0.85"/>
<SimplePredicate field="trestbps" operator="lessOrEqual" value="115"/>
<False/>
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<SimpleSetPredicate field="cp" booleanOperator="isIn">
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</SimpleSetPredicate>
<SimplePredicate field="trestbps" operator="greaterThan" value="153"/>
<SimplePredicate field="oldpeak" operator="greaterThan" value="2.25"/>
<SimpleSetPredicate field="sex" booleanOperator="isIn">
<Array n="1" type="string">"male"</Array>
</SimpleSetPredicate>
<SimplePredicate field="age" operator="lessOrEqual" value="41.5"/>
<False/>
</CompoundPredicate>
<ScoreDistribution value="&lt;50" recordCount="6">
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<SimplePredicate field="trestbps" operator="lessOrEqual" value="127.5"/>
<SimpleSetPredicate field="slope" booleanOperator="isIn">
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<SimpleSetPredicate field="cp" booleanOperator="isIn">
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</SimpleSetPredicate>
<SimplePredicate field="thalach" operator="lessOrEqual" value="128.5"/>
<False/>
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</SimpleSetPredicate>
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<SimplePredicate field="age" operator="greaterThan" value="41.5"/>
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