src/yacsloader/samples/pmml_tann_exportFunctionPMML.pmml

   1 <?xml version="1.0"?>
   2 <PMML xmlns="http://www.dmg.org/PMML-4_1" version="4.1">
   3   <Header copyright="myCopyright" description="Text Description">
   4     <Application name="Uranie" version="3.3.2"/>
   5     <Annotation>Compilation date : 2000-01-01</Annotation>
   6   </Header>
   7   <DataDictionary>
   8     <DataField name="rw" displayName="rw" optype="continuous" dataType="double">
   9       <Interval closure="ClosedClosed" leftMargin="5.006983e-02" rightMargin="1.499176e-01"/>
  10     </DataField>
  11     <DataField name="r" displayName="r" optype="continuous" dataType="double">
  12       <Interval closure="ClosedClosed" leftMargin="1.479055e+02" rightMargin="4.990631e+04"/>
  13     </DataField>
  14     <DataField name="tu" displayName="tu" optype="continuous" dataType="double">
  15       <Interval closure="ClosedClosed" leftMargin="6.316370e+04" rightMargin="1.155682e+05"/>
  16     </DataField>
  17     <DataField name="tl" displayName="tl" optype="continuous" dataType="double">
  18       <Interval closure="ClosedClosed" leftMargin="6.316923e+01" rightMargin="1.159015e+02"/>
  19     </DataField>
  20     <DataField name="hu" displayName="hu" optype="continuous" dataType="double">
  21       <Interval closure="ClosedClosed" leftMargin="9.900098e+02" rightMargin="1.109786e+03"/>
  22     </DataField>
  23     <DataField name="hl" displayName="hl" optype="continuous" dataType="double">
  24       <Interval closure="ClosedClosed" leftMargin="7.001450e+02" rightMargin="8.198111e+02"/>
  25     </DataField>
  26     <DataField name="l" displayName="l" optype="continuous" dataType="double">
  27       <Interval closure="ClosedClosed" leftMargin="1.120343e+03" rightMargin="1.679342e+03"/>
  28     </DataField>
  29     <DataField name="kw" displayName="kw" optype="continuous" dataType="double">
  30       <Interval closure="ClosedClosed" leftMargin="9.857369e+03" rightMargin="1.204401e+04"/>
  31     </DataField>
  32     <DataField name="yhat" displayName="yhat" optype="continuous" dataType="double">
  33       <Interval closure="ClosedClosed" leftMargin="1.309821e+01" rightMargin="2.082511e+02"/>
  34     </DataField>
  35   </DataDictionary>
  36   <NeuralNetwork modelName="ANNModel" functionName="regression" numberOfLayers="2">
  37     <MiningSchema>
  38       <MiningField name="rw" usageType="active"/>
  39       <MiningField name="r" usageType="active"/>
  40       <MiningField name="tu" usageType="active"/>
  41       <MiningField name="tl" usageType="active"/>
  42       <MiningField name="hu" usageType="active"/>
  43       <MiningField name="hl" usageType="active"/>
  44       <MiningField name="l" usageType="active"/>
  45       <MiningField name="kw" usageType="active"/>
  46       <MiningField name="yhat" usageType="predicted"/>
  47     </MiningSchema>
  48     <NeuralInputs numberOfInputs="8">
  49       <NeuralInput id="0">
  50         <DerivedField optype="continuous" dataType="float">
  51           <NormContinuous field="rw">
  52             <LinearNorm orig="0.000000e+00" norm="-2.889932e-01"/>
  53             <LinearNorm orig="9.999901e-02" norm="0.000000e+00"/>
  54           </NormContinuous>
  55         </DerivedField>
  56       </NeuralInput>
  57       <NeuralInput id="1">
  58         <DerivedField optype="continuous" dataType="float">
  59           <NormContinuous field="r">
  60             <LinearNorm orig="0.000000e+00" norm="-5.756638e-01"/>
  61             <LinearNorm orig="2.504894e+04" norm="0.000000e+00"/>
  62           </NormContinuous>
  63         </DerivedField>
  64       </NeuralInput>
  65       <NeuralInput id="2">
  66         <DerivedField optype="continuous" dataType="float">
  67           <NormContinuous field="tu">
  68             <LinearNorm orig="0.000000e+00" norm="-1.699313e-01"/>
  69             <LinearNorm orig="8.933486e+04" norm="0.000000e+00"/>
  70           </NormContinuous>
  71         </DerivedField>
  72       </NeuralInput>
  73       <NeuralInput id="3">
  74         <DerivedField optype="continuous" dataType="float">
  75           <NormContinuous field="tl">
  76             <LinearNorm orig="0.000000e+00" norm="-1.707007e-01"/>
  77             <LinearNorm orig="8.955232e+01" norm="0.000000e+00"/>
  78           </NormContinuous>
  79         </DerivedField>
  80       </NeuralInput>
  81       <NeuralInput id="4">
  82         <DerivedField optype="continuous" dataType="float">
  83           <NormContinuous field="hu">
  84             <LinearNorm orig="0.000000e+00" norm="-3.302777e-02"/>
  85             <LinearNorm orig="1.050003e+03" norm="0.000000e+00"/>
  86           </NormContinuous>
  87         </DerivedField>
  88       </NeuralInput>
  89       <NeuralInput id="5">
  90         <DerivedField optype="continuous" dataType="float">
  91           <NormContinuous field="hl">
  92             <LinearNorm orig="0.000000e+00" norm="-4.562070e-02"/>
  93             <LinearNorm orig="7.600007e+02" norm="0.000000e+00"/>
  94           </NormContinuous>
  95         </DerivedField>
  96       </NeuralInput>
  97       <NeuralInput id="6">
  98         <DerivedField optype="continuous" dataType="float">
  99           <NormContinuous field="l">
 100             <LinearNorm orig="0.000000e+00" norm="-1.155882e-01"/>
 101             <LinearNorm orig="1.400018e+03" norm="0.000000e+00"/>
 102           </NormContinuous>
 103         </DerivedField>
 104       </NeuralInput>
 105       <NeuralInput id="7">
 106         <DerivedField optype="continuous" dataType="float">
 107           <NormContinuous field="kw">
 108             <LinearNorm orig="0.000000e+00" norm="-5.780019e-02"/>
 109             <LinearNorm orig="1.095001e+04" norm="0.000000e+00"/>
 110           </NormContinuous>
 111         </DerivedField>
 112       </NeuralInput>
 113     </NeuralInputs>
 114     <NeuralLayer activationFunction="tanh" numberOfNeurons="1">
 115       <Neuron id="8" bias="1.549906e+00">
 116         <Con from="0" weight="-6.660752e-01"/>
 117         <Con from="1" weight="-2.960771e-03"/>
 118         <Con from="2" weight="-5.281011e-03"/>
 119         <Con from="3" weight="-1.061715e-02"/>
 120         <Con from="4" weight="-1.541489e-01"/>
 121         <Con from="5" weight="1.577635e-01"/>
 122         <Con from="6" weight="1.552007e-01"/>
 123         <Con from="7" weight="-7.423497e-02"/>
 124       </Neuron>
 125     </NeuralLayer>
 126     <NeuralLayer activationFunction="identity" numberOfNeurons="1">
 127       <Neuron id="9" bias="7.337605e+00">
 128         <Con from="8" weight="-9.156475e+00"/>
 129       </Neuron>
 130     </NeuralLayer>
 131     <NeuralOutputs numberOfOutputs="1">
 132       <NeuralOutput outputNeuron="9">
 133         <DerivedField optype="continuous" dataType="float">
 134           <NormContinuous field="yhat">
 135             <LinearNorm orig="0.000000e+00" norm="-5.873935e-01"/>
 136             <LinearNorm orig="7.781171e+01" norm="0.000000e+00"/>
 137           </NormContinuous>
 138         </DerivedField>
 139       </NeuralOutput>
 140     </NeuralOutputs>
 141   </NeuralNetwork>
 142 </PMML>