Class RiskMLInterface.PredictionRecord

java.lang.Object

neqsim.process.safety.risk.ml.RiskMLInterface.PredictionRecord

All Implemented Interfaces:

Serializable

Enclosing class:

RiskMLInterface

public static class RiskMLInterface.PredictionRecord
extends Object
implements Serializable

Prediction record for history tracking.

Version:

1.0

Author:

NeqSim Development Team

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
private Double	actualValue
private Map<String,Double>	features
private String	modelId
private double	prediction
private static final long	serialVersionUID
private Instant	timestamp
private boolean	validated

Constructor Summary

Constructors

Constructor	Description
PredictionRecord(String modelId, Map<String,Double> features, double prediction)	Creates a prediction record with auto-generated timestamp.
PredictionRecord(String modelId, Map<String,Double> features, double prediction, Instant timestamp)	Creates a prediction record with specified timestamp.

Method Summary

Modifier and Type	Method	Description
Double	getActualValue()
String	getModelId()
double	getPrediction()
double	getPredictionError()
Instant	getTimestamp()
boolean	isValidated()
void	setActualValue(double actual)

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

features

private Map<String,Double> features

prediction

private double prediction

actualValue

private Double actualValue

validated

private boolean validated

Constructor Details

PredictionRecord

public PredictionRecord(String modelId,
 Map<String,Double> features,
 double prediction)

Creates a prediction record with auto-generated timestamp.

Parameters:

modelId - model ID

features - input features

prediction - predicted value

PredictionRecord

public PredictionRecord(String modelId,
 Map<String,Double> features,
 double prediction,
 Instant timestamp)

Creates a prediction record with specified timestamp.

Parameters:

modelId - model ID

features - input features

prediction - predicted value

timestamp - timestamp of prediction

Method Details

setActualValue

public void setActualValue(double actual)

getPredictionError

public double getPredictionError()

getModelId

public String getModelId()

getTimestamp

public Instant getTimestamp()

getPrediction

public double getPrediction()

getActualValue

public Double getActualValue()

isValidated

public boolean isValidated()