<?xml version="1.0"?> <PMML version="4.2" xmlns="http://www.dmg.org/PMML-4_2" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.dmg.org/PMML-4_2 http://www.dmg.org/v4-2/pmml-4-2.xsd"> <Header copyright="Copyright (c) 2015 hkropp" description="Random Forest Tree Model"> <Extension name="user" value="hkropp" extender="Rattle/PMML"/> <Application name="Rattle/PMML" version="1.4"/> <Timestamp>2015-08-31 21:49:20</Timestamp> </Header> <DataDictionary numberOfFields="5"> <DataField name="Species" optype="categorical" dataType="string"> <Value value="setosa"/> <Value value="versicolor"/> <Value value="virginica"/> </DataField> <DataField name="Sepal.Length" optype="continuous" dataType="double"/> <DataField name="Sepal.Width" optype="continuous" dataType="double"/> <DataField name="Petal.Length" optype="continuous" dataType="double"/> <DataField name="Petal.Width" optype="continuous" dataType="double"/> </DataDictionary> <MiningModel modelName="randomForest_Model" algorithmName="randomForest" functionName="classification"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Output> <OutputField name="Predicted_Species" feature="predictedValue"/> <OutputField name="Probability_setosa" optype="continuous" dataType="double" feature="probability" value="setosa"/> <OutputField name="Probability_versicolor" optype="continuous" dataType="double" feature="probability" value="versicolor"/> <OutputField name="Probability_virginica" optype="continuous" dataType="double" feature="probability" value="virginica"/> </Output> <Segmentation multipleModelMethod="majorityVote"> <Segment id="1"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.45000000000000018"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.699999999999999956"/> </Node> <Node id="5" score="versicolor"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.699999999999999956"/> </Node> </Node> <Node id="3"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.45000000000000018"/> <Node id="6"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.95000000000000018"/> <Node id="8" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.5"/> </Node> <Node id="9"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.5"/> <Node id="12" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.94999999999999929"/> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.94999999999999929"/> </Node> </Node> </Node> <Node id="7"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.95000000000000018"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="11"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="14" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.5"/> </Node> <Node id="15"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.5"/> <Node id="16" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.09999999999999964"/> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.09999999999999964"/> </Node> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="2"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.29999999999999982"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.29999999999999982"/> <Node id="4"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.15000000000000036"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.90000000000000036"/> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.90000000000000036"/> <Node id="10"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.75"/> <Node id="14" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> </Node> <Node id="15" score="versicolor"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.55000000000000004"/> </Node> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.75"/> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.15000000000000036"/> <Node id="8" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.69999999999999929"/> </Node> <Node id="9"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.69999999999999929"/> <Node id="12"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> <Node id="16" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.64999999999999991"/> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.64999999999999991"/> </Node> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.55000000000000004"/> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="3"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.45000000000000018"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="5" score="versicolor"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> </Node> </Node> <Node id="3"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.45000000000000018"/> <Node id="6"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="8" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.699999999999999956"/> </Node> <Node id="9"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.699999999999999956"/> <Node id="12"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.34999999999999964"/> <Node id="16" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.04999999999999982"/> </Node> <Node id="17"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.04999999999999982"/> <Node id="18" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.15000000000000036"/> </Node> <Node id="19" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.15000000000000036"/> </Node> </Node> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.34999999999999964"/> </Node> </Node> </Node> <Node id="7"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> <Node id="10"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.95000000000000018"/> <Node id="14" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.89999999999999991"/> </Node> <Node id="15" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.89999999999999991"/> </Node> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.95000000000000018"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="4"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.64999999999999991"/> <Node id="6"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.25"/> <Node id="8" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.09999999999999964"/> </Node> <Node id="9" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.09999999999999964"/> </Node> </Node> <Node id="7"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.25"/> <Node id="10"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.65000000000000036"/> <Node id="12" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.25"/> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.25"/> </Node> </Node> <Node id="11" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.65000000000000036"/> </Node> </Node> </Node> <Node id="5" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="5"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.75"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.75"/> <Node id="4"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.15000000000000036"/> <Node id="6"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="2.10000000000000009"/> <Node id="10"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.15000000000000036"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.45000000000000018"/> </Node> <Node id="15" score="virginica"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.45000000000000018"/> </Node> </Node> <Node id="11" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.15000000000000036"/> </Node> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="2.10000000000000009"/> </Node> </Node> <Node id="5"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.15000000000000036"/> <Node id="8" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.39999999999999991"/> </Node> <Node id="9"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.39999999999999991"/> <Node id="12"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="16"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="7"/> <Node id="18"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.34999999999999964"/> <Node id="20" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.90000000000000036"/> </Node> <Node id="21" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.90000000000000036"/> </Node> </Node> <Node id="19" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.34999999999999964"/> </Node> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="7"/> </Node> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.70000000000000018"/> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="6"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="7"/> <Node id="6"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.95000000000000018"/> <Node id="8"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.64999999999999991"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> </Node> </Node> <Node id="9"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="12"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.54999999999999982"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.95000000000000018"/> </Node> <Node id="15"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.95000000000000018"/> <Node id="16" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.60000000000000009"/> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.60000000000000009"/> </Node> </Node> </Node> <Node id="13" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.54999999999999982"/> </Node> </Node> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> </Node> </Node> <Node id="5" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="7"/> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="7"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.45000000000000018"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.29999999999999982"/> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.29999999999999982"/> <Node id="8" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.39999999999999991"/> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.39999999999999991"/> </Node> </Node> </Node> <Node id="3"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.45000000000000018"/> <Node id="6"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.04999999999999982"/> <Node id="10"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="3.60000000000000009"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.19999999999999929"/> </Node> <Node id="15"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.19999999999999929"/> <Node id="18" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> </Node> <Node id="19" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> </Node> </Node> </Node> <Node id="11" score="setosa"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="3.60000000000000009"/> </Node> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.04999999999999982"/> <Node id="12"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="16" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.15000000000000036"/> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.15000000000000036"/> </Node> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.70000000000000018"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="8"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="6"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.90000000000000036"/> <Node id="10" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5"/> </Node> <Node id="11" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5"/> </Node> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.90000000000000036"/> <Node id="12" score="virginica"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.45000000000000018"/> </Node> <Node id="13"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.45000000000000018"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.15000000000000036"/> </Node> <Node id="15"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.15000000000000036"/> <Node id="16" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.64999999999999991"/> </Node> <Node id="17" score="versicolor"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> </Node> </Node> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> <Node id="8" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.05000000000000071"/> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.05000000000000071"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="9"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.29999999999999982"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.29999999999999982"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.04999999999999982"/> <Node id="6"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.60000000000000009"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.60000000000000009"/> </Node> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="12" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> </Node> <Node id="13"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> <Node id="16" score="virginica"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="3.10000000000000009"/> </Node> <Node id="17" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="3.10000000000000009"/> </Node> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.04999999999999982"/> <Node id="8"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.75"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.84999999999999964"/> </Node> <Node id="15" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.84999999999999964"/> </Node> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.75"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="10"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="6" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5"/> </Node> <Node id="7" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5"/> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="8"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.29999999999999982"/> <Node id="10"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="12"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.54999999999999982"/> <Node id="14"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.75"/> <Node 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<SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.64999999999999991"/> </Node> <Node id="11"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> <Node id="14" score="virginica"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="3.10000000000000009"/> </Node> <Node id="15" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="3.10000000000000009"/> </Node> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> <Node id="8"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="12" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" 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name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="6"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="8" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.04999999999999982"/> </Node> <Node id="9"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.04999999999999982"/> <Node id="10" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> </Node> <Node id="11"> 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<Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="6"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="8" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.95000000000000018"/> </Node> <Node id="9"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> <Node id="12" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> </Node> <Node id="13" score="versicolor"> <SimplePredicate 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value="0.699999999999999956"/> </Node> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="10"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="12" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.95000000000000018"/> </Node> <Node id="13"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> <Node id="14"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.95000000000000018"/> <Node id="16" score="virginica"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.45000000000000018"/> </Node> <Node id="17" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.45000000000000018"/> </Node> </Node> <Node id="15" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.95000000000000018"/> </Node> </Node> </Node> <Node 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score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.94999999999999929"/> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.94999999999999929"/> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.55000000000000004"/> <Node id="8" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.59999999999999964"/> </Node> <Node id="9"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.59999999999999964"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.09999999999999964"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.09999999999999964"/> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="22"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> <Node id="4" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="6" score="virginica"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="3.15000000000000036"/> </Node> <Node id="7"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="3.15000000000000036"/> <Node id="8" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.89999999999999991"/> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.89999999999999991"/> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="23"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.35000000000000009"/> </Node> <Node id="7"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.35000000000000009"/> <Node id="10"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.89999999999999991"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="lessOrEqual" value="2.54999999999999982"/> </Node> <Node id="15"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.54999999999999982"/> <Node id="18" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.04999999999999982"/> </Node> <Node id="19" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.04999999999999982"/> </Node> </Node> </Node> <Node id="11"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.89999999999999991"/> <Node id="16" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="7.05000000000000071"/> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="7.05000000000000071"/> </Node> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.70000000000000018"/> <Node id="8"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.05000000000000071"/> <Node id="12" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.80000000000000071"/> </Node> <Node id="13" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.80000000000000071"/> </Node> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.05000000000000071"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="24"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.699999999999999956"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.699999999999999956"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.95000000000000018"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> </Node> <Node id="7"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.70000000000000018"/> <Node id="10" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.05000000000000071"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.05000000000000071"/> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> <Node id="8"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.04999999999999982"/> <Node id="12" score="virginica"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> </Node> <Node id="13"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.55000000000000004"/> <Node id="14" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.90000000000000036"/> </Node> <Node id="15" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.90000000000000036"/> </Node> </Node> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.04999999999999982"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="25"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.75"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.75"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.84999999999999964"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> </Node> <Node id="7"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.60000000000000009"/> </Node> <Node id="11"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.60000000000000009"/> <Node id="14" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.95000000000000018"/> </Node> <Node id="15" score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5.95000000000000018"/> </Node> </Node> </Node> </Node> <Node id="5"> <SimplePredicate 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usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.35000000000000009"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="6"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="3.89999999999999991"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="3.89999999999999991"/> </Node> </Node> <Node id="7" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="5"/> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" 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</TreeModel> </Segment> <Segment id="27"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.75"/> </Node> <Node id="5" score="versicolor"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.75"/> </Node> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.75"/> <Node id="6"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" 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<TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.55000000000000004"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.25"/> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Length" 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score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.95000000000000018"/> </Node> </Node> </Node> <Node id="5" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="43"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" 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value="1.44999999999999996"/> </Node> <Node id="21" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.44999999999999996"/> </Node> </Node> </Node> <Node id="17" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> </Node> </Node> <Node id="15" score="versicolor"> <SimplePredicate field="Sepal.Width" operator="greaterThan" value="2.84999999999999964"/> </Node> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.34999999999999964"/> </Node> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> <Node id="8"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.84999999999999964"/> <Node id="12" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="5.95000000000000018"/> </Node> <Node id="13" score="virginica"> <SimplePredicate 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score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.75"/> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="52"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.70000000000000018"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="5"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.95000000000000018"/> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.95000000000000018"/> </Node> </Node> </Node> <Node id="3" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.70000000000000018"/> </Node> </Node> </TreeModel> </Segment> <Segment id="53"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" 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operator="greaterThan" value="5.19999999999999929"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="54"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.75"/> <Node id="4" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.800000000000000044"/> </Node> <Node id="5" score="versicolor"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.800000000000000044"/> </Node> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" 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</Segment> <Segment id="55"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.5"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.5"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.34999999999999964"/> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Length" 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score="virginica"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.20000000000000018"/> </Node> </Node> </Node> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.19999999999999929"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="64"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="2.5"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" 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</Node> <Node id="17" score="versicolor"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.5"/> </Node> </Node> <Node id="13" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.25"/> </Node> </Node> <Node id="9" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.89999999999999991"/> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="78"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Length" 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id="3"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="2.35000000000000009"/> <Node id="4"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="4.90000000000000036"/> <Node id="6" score="versicolor"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.64999999999999991"/> </Node> <Node id="7" score="virginica"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="1.64999999999999991"/> </Node> </Node> <Node id="5"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="4.90000000000000036"/> <Node id="8" score="virginica"> <SimplePredicate field="Sepal.Length" operator="lessOrEqual" value="6.59999999999999964"/> </Node> <Node id="9"> <SimplePredicate field="Sepal.Length" operator="greaterThan" value="6.59999999999999964"/> <Node id="10" score="versicolor"> <SimplePredicate field="Petal.Length" operator="lessOrEqual" value="5.04999999999999982"/> </Node> <Node id="11" score="virginica"> <SimplePredicate field="Petal.Length" operator="greaterThan" value="5.04999999999999982"/> </Node> </Node> </Node> </Node> </Node> </TreeModel> </Segment> <Segment id="98"> <True/> <TreeModel modelName="randomForest_Model" functionName="classification" algorithmName="randomForest" splitCharacteristic="binarySplit"> <MiningSchema> <MiningField name="Species" usageType="predicted"/> <MiningField name="Sepal.Length" usageType="active"/> <MiningField name="Sepal.Width" usageType="active"/> <MiningField name="Petal.Length" usageType="active"/> <MiningField name="Petal.Width" usageType="active"/> </MiningSchema> <Node id="1"> <True/> <Node id="2" score="setosa"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="0.699999999999999956"/> </Node> <Node id="3"> <SimplePredicate field="Petal.Width" operator="greaterThan" value="0.699999999999999956"/> <Node id="4"> <SimplePredicate field="Petal.Width" operator="lessOrEqual" value="1.75"/> <Node id="6"> <SimplePredicate field="Petal.Length" 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