Class RiskMLInterface.MLPrediction

java.lang.Object

neqsim.process.safety.risk.ml.RiskMLInterface.MLPrediction

All Implemented Interfaces:

Serializable

Enclosing class:

RiskMLInterface

public static class RiskMLInterface.MLPrediction
extends Object
implements Serializable

ML prediction result.

Version:

1.0

Author:

NeqSim Development Team

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
private double	confidence
private Map<String,Double>	featureImportance
private String	label
private Map<String,Object>	metadata
private String	modelId
private double	prediction
private double[]	probabilities
private static final long	serialVersionUID
private Instant	timestamp

Constructor Summary

Constructors

Constructor	Description
MLPrediction(String modelId)

Method Summary

Modifier and Type	Method	Description
void	addMetadata(String key, Object value)
double	getConfidence()
Map<String,Double>	getFeatureImportance()
String	getLabel()
Map<String,Object>	getMetadata()
String	getModelId()
double	getPrediction()
double[]	getProbabilities()
Instant	getTimestamp()
void	setConfidence(double confidence)
void	setFeatureImportance(Map<String,Double> importance)
void	setLabel(String label)
void	setPrediction(double prediction)
void	setProbabilities(double[] probabilities)
Map<String,Object>	toMap()

Methods inherited from class Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

serialVersionUID

private static final long serialVersionUID

See Also:

• Constant Field Values

modelId

private String modelId

timestamp

private Instant timestamp

prediction

private double prediction

confidence

private double confidence

probabilities

private double[] probabilities

label

private String label

featureImportance

private Map<String,Double> featureImportance

metadata

private Map<String,Object> metadata

Constructor Details

MLPrediction

public MLPrediction(String modelId)

Method Details

getModelId

public String getModelId()

getTimestamp

public Instant getTimestamp()

getPrediction

public double getPrediction()

setPrediction

public void setPrediction(double prediction)

getConfidence

public double getConfidence()

setConfidence

public void setConfidence(double confidence)

getProbabilities

public double[] getProbabilities()

setProbabilities

public void setProbabilities(double[] probabilities)

getLabel

public String getLabel()

setLabel

public void setLabel(String label)

getFeatureImportance

public Map<String,Double> getFeatureImportance()

setFeatureImportance

public void setFeatureImportance(Map<String,Double> importance)

getMetadata

public Map<String,Object> getMetadata()

addMetadata

public void addMetadata(String key,
 Object value)

toMap

public Map<String,Object> toMap()