<?xml version="1.0" encoding="windows-1252" ?>
<PMML version="2.0">
 <Header copyright="Copyright IBM Corp. 2002, All Rights Reserved">
  <Application name="IBM DB2 Intelligent Miner" version="8.1"/>
 </Header>
 <DataDictionary numberOfFields="5">
  <DataField name="PETALLEN" displayName="PETALLEN" optype="continuous">
   <Value value="14"/>
   <Value value="15"/>
   <Value value="17"/>
   <Value value="16"/>
   <Value value="12"/>
   <Value value="13"/>
   <Value value="10"/>
   <Value value="19"/>
   <Value value="47"/>
   <Value value="45"/>
   <Value value="46"/>
   <Value value="33"/>
   <Value value="39"/>
   <Value value="35"/>
   <Value value="42"/>
   <Value value="40"/>
   <Value value="36"/>
   <Value value="44"/>
   <Value value="41"/>
   <Value value="48"/>
   <Value value="38"/>
   <Value value="37"/>
   <Value value="51"/>
   <Value value="43"/>
   <Value value="60"/>
   <Value value="59"/>
   <Value value="56"/>
   <Value value="66"/>
   <Value value="63"/>
   <Value value="58"/>
   <Value value="53"/>
   <Value value="55"/>
   <Value value="50"/>
   <Value value="67"/>
   <Value value="57"/>
   <Value value="49"/>
   <Value value="64"/>
   <Value value="61"/>
   <Value value="54"/>
   <Value value="11"/>
   <Value value="30"/>
   <Value value="69"/>
   <Value value="52"/>
  </DataField>
  <DataField name="PETALWID" displayName="PETALWID" optype="continuous">
   <Value value="2"/>
   <Value value="4"/>
   <Value value="3"/>
   <Value value="1"/>
   <Value value="5"/>
   <Value value="6"/>
   <Value value="14"/>
   <Value value="15"/>
   <Value value="13"/>
   <Value value="16"/>
   <Value value="10"/>
   <Value value="11"/>
   <Value value="18"/>
   <Value value="12"/>
   <Value value="25"/>
   <Value value="19"/>
   <Value value="21"/>
   <Value value="17"/>
   <Value value="20"/>
   <Value value="24"/>
   <Value value="23"/>
   <Value value="22"/>
  </DataField>
  <DataField name="SEPALWID" displayName="SEPALWID" optype="continuous">
   <Value value="35"/>
   <Value value="31"/>
   <Value value="36"/>
   <Value value="39"/>
   <Value value="34"/>
   <Value value="37"/>
   <Value value="30"/>
   <Value value="40"/>
   <Value value="38"/>
   <Value value="33"/>
   <Value value="32"/>
   <Value value="42"/>
   <Value value="23"/>
   <Value value="28"/>
   <Value value="24"/>
   <Value value="29"/>
   <Value value="27"/>
   <Value value="20"/>
   <Value value="22"/>
   <Value value="25"/>
   <Value value="26"/>
   <Value value="44"/>
   <Value value="41"/>
  </DataField>
  <DataField name="SPECIES" displayName="SPECIES" optype="categorical">
   <Value value="setosa"/>
   <Value value="versicolor"/>
   <Value value="virginica"/>
  </DataField>
  <DataField name="SEPALLEN" displayName="SEPALLEN" optype="continuous">
   <Value value="51"/>
   <Value value="46"/>
   <Value value="50"/>
   <Value value="54"/>
   <Value value="49"/>
   <Value value="48"/>
   <Value value="58"/>
   <Value value="57"/>
   <Value value="52"/>
   <Value value="47"/>
   <Value value="55"/>
   <Value value="44"/>
   <Value value="45"/>
   <Value value="53"/>
   <Value value="70"/>
   <Value value="64"/>
   <Value value="65"/>
   <Value value="63"/>
   <Value value="66"/>
   <Value value="59"/>
   <Value value="60"/>
   <Value value="61"/>
   <Value value="56"/>
   <Value value="67"/>
   <Value value="62"/>
   <Value value="68"/>
   <Value value="71"/>
   <Value value="76"/>
   <Value value="73"/>
   <Value value="77"/>
   <Value value="69"/>
   <Value value="72"/>
   <Value value="79"/>
   <Value value="43"/>
   <Value value="74"/>
  </DataField>
 </DataDictionary>
 <NeuralNetwork modelName="neupre" functionName="regression" algorithmName="neuralNetwork" activationFunction="logistic">
  <MiningSchema>
   <MiningField name="PETALLEN"/>
   <MiningField name="PETALWID"/>
   <MiningField name="SEPALWID"/>
   <MiningField name="SPECIES"/>
   <MiningField name="SEPALLEN" usageType="predicted"/>
  </MiningSchema>
  <ModelStats>
   <UnivariateStats field="PETALLEN">
    <Counts totalFreq="150" invalidFreq="0" missingFreq="0"/>
    <DiscrStats>
     <Array n="43" type="int"> 12 14 4 7 2 7 1 2 5 8 3 2 3 2 4 5 1 4 3 4 1 1 8 2 2 2 6 1 1 3 2 3 4 2 3 5 1 3 2 1 1 1 2</Array>
    </DiscrStats>
   </UnivariateStats>
   <UnivariateStats field="PETALWID">
    <Counts totalFreq="150" invalidFreq="0" missingFreq="0"/>
    <DiscrStats>
     <Array n="22" type="int"> 28 7 7 6 1 1 8 12 13 4 7 3 12 5 3 5 6 2 6 3 8 3</Array>
    </DiscrStats>
   </UnivariateStats>
   <UnivariateStats field="SEPALWID">
    <Counts totalFreq="150" invalidFreq="0" missingFreq="0"/>
    <DiscrStats>
     <Array n="23" type="int"> 6 12 3 2 12 3 26 1 6 6 13 1 4 14 3 10 9 1 3 8 5 1 1</Array>
    </DiscrStats>
   </UnivariateStats>
   <UnivariateStats field="SPECIES">
    <Counts totalFreq="150" invalidFreq="0" missingFreq="0"/>
    <DiscrStats>
     <Array n="3" type="int"> 50 50 50</Array>
    </DiscrStats>
   </UnivariateStats>
   <UnivariateStats field="SEPALLEN">
    <Counts totalFreq="150" invalidFreq="0" missingFreq="0"/>
    <DiscrStats>
     <Array n="35" type="int"> 9 4 10 6 6 5 7 8 4 2 7 3 1 1 1 7 5 9 2 3 6 6 6 8 4 3 1 1 1 4 4 3 1 1 1</Array>
    </DiscrStats>
   </UnivariateStats>
  </ModelStats>
  <NeuralInputs>
   <NeuralInput id="0">
    <DerivedField>
     <NormContinuous field="PETALLEN">
      <LinearNorm orig="10" norm="0"/>
      <LinearNorm orig="39.5" norm="0.5"/>
      <LinearNorm orig="69" norm="1"/>
     </NormContinuous>
    </DerivedField>
   </NeuralInput>
   <NeuralInput id="1">
    <DerivedField>
     <NormContinuous field="PETALWID">
      <LinearNorm orig="1" norm="0"/>
      <LinearNorm orig="13" norm="0.5"/>
      <LinearNorm orig="25" norm="1"/>
     </NormContinuous>
    </DerivedField>
   </NeuralInput>
   <NeuralInput id="2">
    <DerivedField>
     <NormContinuous field="SEPALWID">
      <LinearNorm orig="20" norm="0"/>
      <LinearNorm orig="32" norm="0.5"/>
      <LinearNorm orig="44" norm="1"/>
     </NormContinuous>
    </DerivedField>
   </NeuralInput>
   <NeuralInput id="3">
    <DerivedField>
     <NormDiscrete field="SPECIES" value="virginica"/>
    </DerivedField>
   </NeuralInput>
   <NeuralInput id="4">
    <DerivedField>
     <NormDiscrete field="SPECIES" value="versicolor"/>
    </DerivedField>
   </NeuralInput>
   <NeuralInput id="5">
    <DerivedField>
     <NormDiscrete field="SPECIES" value="setosa"/>
    </DerivedField>
   </NeuralInput>
  </NeuralInputs>
  <NeuralLayer>
   <Neuron id="6" bias="-1.09891">
    <Con from="0" weight="1.27246"/>
    <Con from="1" weight="0.704255"/>
    <Con from="2" weight="0.807244"/>
    <Con from="3" weight="-0.295394"/>
    <Con from="4" weight="-0.403465"/>
    <Con from="5" weight="-0.575612"/>
   </Neuron>
  </NeuralLayer>
  <NeuralOutputs>
   <NeuralOutput outputNeuron="6">
    <DerivedField>
     <NormContinuous field="SEPALLEN">
      <LinearNorm orig="43" norm="0.1"/>
      <LinearNorm orig="61" norm="0.5"/>
      <LinearNorm orig="79" norm="0.9"/>
     </NormContinuous>
    </DerivedField>
   </NeuralOutput>
  </NeuralOutputs>
 </NeuralNetwork>
</PMML>
