2 <PMML xmlns="http://www.dmg.org/PMML-4_1" version="4.1">
3 <Header copyright="myCopyright" description="Tests unitaires">
4 <Application name="PMMLlib" version="myVersion"/>
5 <Annotation>Tests unitaires PMMLlib</Annotation>
8 <DataField name="rw" displayName="rw" optype="continuous" dataType="float"/>
9 <DataField name="r" displayName="r" optype="continuous" dataType="float"/>
10 <DataField name="tu" displayName="tu" optype="continuous" dataType="float"/>
11 <DataField name="tl" displayName="tl" optype="continuous" dataType="float"/>
12 <DataField name="hu" displayName="hu" optype="continuous" dataType="float"/>
13 <DataField name="hl" displayName="hl" optype="continuous" dataType="float"/>
14 <DataField name="l" displayName="l" optype="continuous" dataType="float"/>
15 <DataField name="kw" displayName="kw" optype="continuous" dataType="float"/>
16 <DataField name="yhat" displayName="yhat" optype="continuous" dataType="float"/>
18 <NeuralNetwork modelName="sANNName" functionName="regression" numberOfLayers="2">
20 <MiningField name="rw" usageType="active"/>
21 <MiningField name="r" usageType="active"/>
22 <MiningField name="tu" usageType="active"/>
23 <MiningField name="tl" usageType="active"/>
24 <MiningField name="hu" usageType="active"/>
25 <MiningField name="hl" usageType="active"/>
26 <MiningField name="l" usageType="active"/>
27 <MiningField name="kw" usageType="active"/>
28 <MiningField name="yhat" usageType="predicted"/>
30 <NeuralInputs numberOfInputs="8">
32 <DerivedField optype="continuous" dataType="float">
33 <NormContinuous field="rw">
34 <LinearNorm orig="0.000000e+00" norm="-2.889932e-01"/>
35 <LinearNorm orig="9.999901e-02" norm="0.000000e+00"/>
40 <DerivedField optype="continuous" dataType="float">
41 <NormContinuous field="r">
42 <LinearNorm orig="0.000000e+00" norm="-5.756638e-01"/>
43 <LinearNorm orig="2.504894e+04" norm="0.000000e+00"/>
48 <DerivedField optype="continuous" dataType="float">
49 <NormContinuous field="tu">
50 <LinearNorm orig="0.000000e+00" norm="-1.699313e-01"/>
51 <LinearNorm orig="8.933486e+04" norm="0.000000e+00"/>
56 <DerivedField optype="continuous" dataType="float">
57 <NormContinuous field="tl">
58 <LinearNorm orig="0.000000e+00" norm="-1.707007e-01"/>
59 <LinearNorm orig="8.955232e+01" norm="0.000000e+00"/>
64 <DerivedField optype="continuous" dataType="float">
65 <NormContinuous field="hu">
66 <LinearNorm orig="0.000000e+00" norm="-3.302777e-02"/>
67 <LinearNorm orig="1.050003e+03" norm="0.000000e+00"/>
72 <DerivedField optype="continuous" dataType="float">
73 <NormContinuous field="hl">
74 <LinearNorm orig="0.000000e+00" norm="-4.562070e-02"/>
75 <LinearNorm orig="7.600007e+02" norm="0.000000e+00"/>
80 <DerivedField optype="continuous" dataType="float">
81 <NormContinuous field="l">
82 <LinearNorm orig="0.000000e+00" norm="-1.155882e-01"/>
83 <LinearNorm orig="1.400018e+03" norm="0.000000e+00"/>
88 <DerivedField optype="continuous" dataType="float">
89 <NormContinuous field="kw">
90 <LinearNorm orig="0.000000e+00" norm="-5.780019e-02"/>
91 <LinearNorm orig="1.095001e+04" norm="0.000000e+00"/>
96 <NeuralLayer activationFunction="tanh" numberOfNeurons="1">
97 <Neuron id="8" bias="-1.263572e+00">
98 <Con from="0" weight="7.536629e-01"/>
99 <Con from="1" weight="1.653660e-03"/>
100 <Con from="2" weight="4.725001e-03"/>
101 <Con from="3" weight="9.969786e-03"/>
102 <Con from="4" weight="1.787976e-01"/>
103 <Con from="5" weight="-1.809809e-01"/>
104 <Con from="6" weight="-1.735688e-01"/>
105 <Con from="7" weight="8.559675e-02"/>
108 <NeuralLayer activationFunction="identity" numberOfNeurons="1">
109 <Neuron id="9" bias="-1.745483e+00">
110 <Con from="8" weight="6.965512e+00"/>
113 <NeuralOutputs numberOfOutputs="1">
114 <NeuralOutput outputNeuron="9">
115 <DerivedField optype="continuous" dataType="float">
116 <NormContinuous field="yhat">
117 <LinearNorm orig="0.000000e+00" norm="-5.873935e-01"/>
118 <LinearNorm orig="7.781171e+01" norm="0.000000e+00"/>