org.dmg.pmml.DecisionTree Maven / Gradle / Ivy
package org.dmg.pmml;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import javax.xml.bind.annotation.XmlAccessType;
import javax.xml.bind.annotation.XmlAccessorType;
import javax.xml.bind.annotation.XmlAttribute;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlEnum;
import javax.xml.bind.annotation.XmlEnumValue;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlTransient;
import javax.xml.bind.annotation.XmlType;
import com.sun.xml.bind.Locatable;
import com.sun.xml.bind.annotation.XmlLocation;
import org.jpmml.schema.Added;
import org.jpmml.schema.Deprecated;
import org.jpmml.schema.Version;
import org.xml.sax.Locator;
/**
* Java class for anonymous complex type.
*
*
The following schema fragment specifies the expected content contained within this class.
*
*
* <complexType>
* <complexContent>
* <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
* <sequence>
* <element ref="{http://www.dmg.org/PMML-4_2}Extension" maxOccurs="unbounded" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}Output" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}ModelStats" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}Targets" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}LocalTransformations" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}ResultField" maxOccurs="unbounded" minOccurs="0"/>
* <element ref="{http://www.dmg.org/PMML-4_2}Node"/>
* </sequence>
* <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
* <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_2}MINING-FUNCTION" />
* <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
* <attribute name="missingValueStrategy" type="{http://www.dmg.org/PMML-4_2}MISSING-VALUE-STRATEGY" default="none" />
* <attribute name="missingValuePenalty" type="{http://www.dmg.org/PMML-4_2}PROB-NUMBER" default="1.0" />
* <attribute name="noTrueChildStrategy" type="{http://www.dmg.org/PMML-4_2}NO-TRUE-CHILD-STRATEGY" default="returnNullPrediction" />
* <attribute name="splitCharacteristic" default="multiSplit">
* <simpleType>
* <restriction base="{http://www.w3.org/2001/XMLSchema}string">
* <enumeration value="binarySplit"/>
* <enumeration value="multiSplit"/>
* </restriction>
* </simpleType>
* </attribute>
* </restriction>
* </complexContent>
* </complexType>
*
*
*
*/
@XmlAccessorType(XmlAccessType.FIELD)
@XmlType(name = "", propOrder = {
"extensions",
"output",
"modelStats",
"targets",
"localTransformations",
"resultFields",
"node"
})
@XmlRootElement(name = "DecisionTree")
@Deprecated(Version.PMML_4_1)
public class DecisionTree
extends EmbeddedModel
implements Locatable, HasExtensions
{
@XmlElement(name = "Extension")
protected List extensions;
@XmlElement(name = "Output")
@Added(Version.PMML_4_0)
protected Output output;
@XmlElement(name = "ModelStats")
@Added(Version.PMML_4_0)
protected ModelStats modelStats;
@XmlElement(name = "Targets")
@Added(Version.PMML_4_0)
protected Targets targets;
@XmlElement(name = "LocalTransformations")
protected LocalTransformations localTransformations;
@XmlElement(name = "ResultField")
protected List resultFields;
@XmlElement(name = "Node", required = true)
protected Node node;
@XmlAttribute(name = "modelName")
protected String modelName;
@XmlAttribute(name = "functionName", required = true)
protected MiningFunctionType functionName;
@XmlAttribute(name = "algorithmName")
protected String algorithmName;
@XmlAttribute(name = "missingValueStrategy")
@Added(Version.PMML_3_1)
protected MissingValueStrategyType missingValueStrategy;
@XmlAttribute(name = "missingValuePenalty")
@Added(Version.PMML_3_1)
protected Double missingValuePenalty;
@XmlAttribute(name = "noTrueChildStrategy")
@Added(Version.PMML_3_1)
protected NoTrueChildStrategyType noTrueChildStrategy;
@XmlAttribute(name = "splitCharacteristic")
protected DecisionTree.SplitCharacteristic splitCharacteristic;
@XmlLocation
@XmlTransient
protected Locator locator;
public DecisionTree() {
super();
}
public DecisionTree(final Node node, final MiningFunctionType functionName) {
super();
this.node = node;
this.functionName = functionName;
}
/**
* Gets the value of the extensions property.
*
*
* This accessor method returns a reference to the live list,
* not a snapshot. Therefore any modification you make to the
* returned list will be present inside the JAXB object.
* This is why there is not a set method for the extensions property.
*
*
* For example, to add a new item, do as follows:
*
* getExtensions().add(newItem);
*
*
*
*
* Objects of the following type(s) are allowed in the list
* {@link Extension }
*
*
*/
public List getExtensions() {
if (extensions == null) {
extensions = new ArrayList();
}
return this.extensions;
}
/**
* Gets the value of the output property.
*
* @return
* possible object is
* {@link Output }
*
*/
public Output getOutput() {
return output;
}
/**
* Sets the value of the output property.
*
* @param value
* allowed object is
* {@link Output }
*
*/
public void setOutput(Output value) {
this.output = value;
}
/**
* Gets the value of the modelStats property.
*
* @return
* possible object is
* {@link ModelStats }
*
*/
public ModelStats getModelStats() {
return modelStats;
}
/**
* Sets the value of the modelStats property.
*
* @param value
* allowed object is
* {@link ModelStats }
*
*/
public void setModelStats(ModelStats value) {
this.modelStats = value;
}
/**
* Gets the value of the targets property.
*
* @return
* possible object is
* {@link Targets }
*
*/
public Targets getTargets() {
return targets;
}
/**
* Sets the value of the targets property.
*
* @param value
* allowed object is
* {@link Targets }
*
*/
public void setTargets(Targets value) {
this.targets = value;
}
/**
* Gets the value of the localTransformations property.
*
* @return
* possible object is
* {@link LocalTransformations }
*
*/
public LocalTransformations getLocalTransformations() {
return localTransformations;
}
/**
* Sets the value of the localTransformations property.
*
* @param value
* allowed object is
* {@link LocalTransformations }
*
*/
public void setLocalTransformations(LocalTransformations value) {
this.localTransformations = value;
}
/**
* Gets the value of the resultFields property.
*
*
* This accessor method returns a reference to the live list,
* not a snapshot. Therefore any modification you make to the
* returned list will be present inside the JAXB object.
* This is why there is not a set method for the resultFields property.
*
*
* For example, to add a new item, do as follows:
*
* getResultFields().add(newItem);
*
*
*
*
* Objects of the following type(s) are allowed in the list
* {@link ResultField }
*
*
*/
public List getResultFields() {
if (resultFields == null) {
resultFields = new ArrayList();
}
return this.resultFields;
}
/**
* Gets the value of the node property.
*
* @return
* possible object is
* {@link Node }
*
*/
public Node getNode() {
return node;
}
/**
* Sets the value of the node property.
*
* @param value
* allowed object is
* {@link Node }
*
*/
public void setNode(Node value) {
this.node = value;
}
/**
* Gets the value of the modelName property.
*
* @return
* possible object is
* {@link String }
*
*/
public String getModelName() {
return modelName;
}
/**
* Sets the value of the modelName property.
*
* @param value
* allowed object is
* {@link String }
*
*/
public void setModelName(String value) {
this.modelName = value;
}
/**
* Gets the value of the functionName property.
*
* @return
* possible object is
* {@link MiningFunctionType }
*
*/
public MiningFunctionType getFunctionName() {
return functionName;
}
/**
* Sets the value of the functionName property.
*
* @param value
* allowed object is
* {@link MiningFunctionType }
*
*/
public void setFunctionName(MiningFunctionType value) {
this.functionName = value;
}
/**
* Gets the value of the algorithmName property.
*
* @return
* possible object is
* {@link String }
*
*/
public String getAlgorithmName() {
return algorithmName;
}
/**
* Sets the value of the algorithmName property.
*
* @param value
* allowed object is
* {@link String }
*
*/
public void setAlgorithmName(String value) {
this.algorithmName = value;
}
/**
* Gets the value of the missingValueStrategy property.
*
* @return
* possible object is
* {@link MissingValueStrategyType }
*
*/
public MissingValueStrategyType getMissingValueStrategy() {
if (missingValueStrategy == null) {
return MissingValueStrategyType.NONE;
} else {
return missingValueStrategy;
}
}
/**
* Sets the value of the missingValueStrategy property.
*
* @param value
* allowed object is
* {@link MissingValueStrategyType }
*
*/
public void setMissingValueStrategy(MissingValueStrategyType value) {
this.missingValueStrategy = value;
}
/**
* Gets the value of the missingValuePenalty property.
*
* @return
* possible object is
* {@link Double }
*
*/
public double getMissingValuePenalty() {
if (missingValuePenalty == null) {
return 1.0D;
} else {
return missingValuePenalty;
}
}
/**
* Sets the value of the missingValuePenalty property.
*
* @param value
* allowed object is
* {@link Double }
*
*/
public void setMissingValuePenalty(Double value) {
this.missingValuePenalty = value;
}
/**
* Gets the value of the noTrueChildStrategy property.
*
* @return
* possible object is
* {@link NoTrueChildStrategyType }
*
*/
public NoTrueChildStrategyType getNoTrueChildStrategy() {
if (noTrueChildStrategy == null) {
return NoTrueChildStrategyType.RETURN_NULL_PREDICTION;
} else {
return noTrueChildStrategy;
}
}
/**
* Sets the value of the noTrueChildStrategy property.
*
* @param value
* allowed object is
* {@link NoTrueChildStrategyType }
*
*/
public void setNoTrueChildStrategy(NoTrueChildStrategyType value) {
this.noTrueChildStrategy = value;
}
/**
* Gets the value of the splitCharacteristic property.
*
* @return
* possible object is
* {@link DecisionTree.SplitCharacteristic }
*
*/
public DecisionTree.SplitCharacteristic getSplitCharacteristic() {
if (splitCharacteristic == null) {
return DecisionTree.SplitCharacteristic.MULTI_SPLIT;
} else {
return splitCharacteristic;
}
}
/**
* Sets the value of the splitCharacteristic property.
*
* @param value
* allowed object is
* {@link DecisionTree.SplitCharacteristic }
*
*/
public void setSplitCharacteristic(DecisionTree.SplitCharacteristic value) {
this.splitCharacteristic = value;
}
public DecisionTree withExtensions(Extension... values) {
if (values!= null) {
for (Extension value: values) {
getExtensions().add(value);
}
}
return this;
}
public DecisionTree withExtensions(Collection values) {
if (values!= null) {
getExtensions().addAll(values);
}
return this;
}
public DecisionTree withOutput(Output value) {
setOutput(value);
return this;
}
public DecisionTree withModelStats(ModelStats value) {
setModelStats(value);
return this;
}
public DecisionTree withTargets(Targets value) {
setTargets(value);
return this;
}
public DecisionTree withLocalTransformations(LocalTransformations value) {
setLocalTransformations(value);
return this;
}
public DecisionTree withResultFields(ResultField... values) {
if (values!= null) {
for (ResultField value: values) {
getResultFields().add(value);
}
}
return this;
}
public DecisionTree withResultFields(Collection values) {
if (values!= null) {
getResultFields().addAll(values);
}
return this;
}
public DecisionTree withNode(Node value) {
setNode(value);
return this;
}
public DecisionTree withModelName(String value) {
setModelName(value);
return this;
}
public DecisionTree withFunctionName(MiningFunctionType value) {
setFunctionName(value);
return this;
}
public DecisionTree withAlgorithmName(String value) {
setAlgorithmName(value);
return this;
}
public DecisionTree withMissingValueStrategy(MissingValueStrategyType value) {
setMissingValueStrategy(value);
return this;
}
public DecisionTree withMissingValuePenalty(Double value) {
setMissingValuePenalty(value);
return this;
}
public DecisionTree withNoTrueChildStrategy(NoTrueChildStrategyType value) {
setNoTrueChildStrategy(value);
return this;
}
public DecisionTree withSplitCharacteristic(DecisionTree.SplitCharacteristic value) {
setSplitCharacteristic(value);
return this;
}
public Locator sourceLocation() {
return locator;
}
public void setSourceLocation(Locator newLocator) {
locator = newLocator;
}
@Override
public VisitorAction accept(Visitor visitor) {
VisitorAction status = visitor.visit(this);
for (int i = 0; (((status == VisitorAction.CONTINUE)&&(this.extensions!= null))&&(iJava class for null.
*
* The following schema fragment specifies the expected content contained within this class.
*
*
* <simpleType>
* <restriction base="{http://www.w3.org/2001/XMLSchema}string">
* <enumeration value="binarySplit"/>
* <enumeration value="multiSplit"/>
* </restriction>
* </simpleType>
*
*
*/
@XmlType(name = "")
@XmlEnum
public enum SplitCharacteristic {
@XmlEnumValue("binarySplit")
BINARY_SPLIT("binarySplit"),
@XmlEnumValue("multiSplit")
MULTI_SPLIT("multiSplit");
private final String value;
SplitCharacteristic(String v) {
value = v;
}
public String value() {
return value;
}
public static DecisionTree.SplitCharacteristic fromValue(String v) {
for (DecisionTree.SplitCharacteristic c: DecisionTree.SplitCharacteristic.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
}
}