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>
8 <DataField name="rw" displayName="rw" optype="continuous" dataType="double"/>
9 <DataField name="r" displayName="r" optype="continuous" dataType="double"/>
10 <DataField name="tu" displayName="tu" optype="continuous" dataType="double"/>
11 <DataField name="tl" displayName="tl" optype="continuous" dataType="double"/>
12 <DataField name="hu" displayName="hu" optype="continuous" dataType="double"/>
13 <DataField name="hl" displayName="hl" optype="continuous" dataType="double"/>
14 <DataField name="l" displayName="l" optype="continuous" dataType="double"/>
15 <DataField name="kw" displayName="kw" optype="continuous" dataType="double"/>
16 <DataField name="yhat" displayName="yhat" optype="continuous" dataType="double"/>
18 <RegressionModel functionName="regression" modelName="LRModel" targetFieldName="yhat">
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 <RegressionTable intercept="-1.560299e+02">
31 <NumericPredictor name="rw" exponent="1" coefficient="1.422211e+03"/>
32 <NumericPredictor name="r" exponent="1" coefficient="-3.074119e-07"/>
33 <NumericPredictor name="tu" exponent="1" coefficient="2.152080e-06"/>
34 <NumericPredictor name="tl" exponent="1" coefficient="-4.985123e-03"/>
35 <NumericPredictor name="hu" exponent="1" coefficient="2.611037e-01"/>
36 <NumericPredictor name="hl" exponent="1" coefficient="-2.544189e-01"/>
37 <NumericPredictor name="l" exponent="1" coefficient="-5.571449e-02"/>
38 <NumericPredictor name="kw" exponent="1" coefficient="8.135523e-03"/>
41 <NeuralNetwork modelName="ANNModel" functionName="regression" numberOfLayers="2">
43 <MiningField name="rw" usageType="active"/>
44 <MiningField name="r" usageType="active"/>
45 <MiningField name="tu" usageType="active"/>
46 <MiningField name="tl" usageType="active"/>
47 <MiningField name="hu" usageType="active"/>
48 <MiningField name="hl" usageType="active"/>
49 <MiningField name="l" usageType="active"/>
50 <MiningField name="kw" usageType="active"/>
51 <MiningField name="yhat" usageType="predicted"/>
53 <NeuralInputs numberOfInputs="8">
55 <DerivedField optype="continuous" dataType="float">
56 <NormContinuous field="rw">
57 <LinearNorm orig="0.000000e+00" norm="-2.889932e-01"/>
58 <LinearNorm orig="9.999901e-02" norm="0.000000e+00"/>
63 <DerivedField optype="continuous" dataType="float">
64 <NormContinuous field="r">
65 <LinearNorm orig="0.000000e+00" norm="-5.756638e-01"/>
66 <LinearNorm orig="2.504894e+04" norm="0.000000e+00"/>
71 <DerivedField optype="continuous" dataType="float">
72 <NormContinuous field="tu">
73 <LinearNorm orig="0.000000e+00" norm="-1.699313e-01"/>
74 <LinearNorm orig="8.933486e+04" norm="0.000000e+00"/>
79 <DerivedField optype="continuous" dataType="float">
80 <NormContinuous field="tl">
81 <LinearNorm orig="0.000000e+00" norm="-1.707007e-01"/>
82 <LinearNorm orig="8.955232e+01" norm="0.000000e+00"/>
87 <DerivedField optype="continuous" dataType="float">
88 <NormContinuous field="hu">
89 <LinearNorm orig="0.000000e+00" norm="-3.302777e-02"/>
90 <LinearNorm orig="1.050003e+03" norm="0.000000e+00"/>
95 <DerivedField optype="continuous" dataType="float">
96 <NormContinuous field="hl">
97 <LinearNorm orig="0.000000e+00" norm="-4.562070e-02"/>
98 <LinearNorm orig="7.600007e+02" norm="0.000000e+00"/>
103 <DerivedField optype="continuous" dataType="float">
104 <NormContinuous field="l">
105 <LinearNorm orig="0.000000e+00" norm="-1.155882e-01"/>
106 <LinearNorm orig="1.400018e+03" norm="0.000000e+00"/>
111 <DerivedField optype="continuous" dataType="float">
112 <NormContinuous field="kw">
113 <LinearNorm orig="0.000000e+00" norm="-5.780019e-02"/>
114 <LinearNorm orig="1.095001e+04" norm="0.000000e+00"/>
119 <NeuralLayer activationFunction="tanh" numberOfNeurons="1">
120 <Neuron id="8" bias="1.234012e+00">
121 <Con from="0" weight="-7.638734e-01"/>
122 <Con from="1" weight="-7.054051e-04"/>
123 <Con from="2" weight="-5.725514e-03"/>
124 <Con from="3" weight="-7.439748e-03"/>
125 <Con from="4" weight="-1.804265e-01"/>
126 <Con from="5" weight="1.834322e-01"/>
127 <Con from="6" weight="1.775569e-01"/>
128 <Con from="7" weight="-8.738110e-02"/>
131 <NeuralLayer activationFunction="identity" numberOfNeurons="1">
132 <Neuron id="9" bias="5.092746e+00">
133 <Con from="8" weight="-6.841448e+00"/>
136 <NeuralOutputs numberOfOutputs="1">
137 <NeuralOutput outputNeuron="9">
138 <DerivedField optype="continuous" dataType="float">
139 <NormContinuous field="yhat">
140 <LinearNorm orig="0.000000e+00" norm="-5.873935e-01"/>
141 <LinearNorm orig="7.781171e+01" norm="0.000000e+00"/>