com.cloudera.oryx.app.serving.rdf.model

Class RDFServingModel

java.lang.Object

com.cloudera.oryx.app.serving.rdf.model.RDFServingModel

All Implemented Interfaces:

ServingModel, ClassificationRegressionServingModel

public final class RDFServingModel
extends Object
implements ClassificationRegressionServingModel

Contains all data structures needed to serve queries for a random decision forest-based classifier or regressor.

Method Summary

Modifier and Type	Method and Description
CategoricalValueEncodings	getEncodings()
DecisionForest	getForest()
float	getFractionLoaded()
InputSchema	getInputSchema()
Prediction	makePrediction(String[] example)
String	predict(String[] example)
String	toString()

Methods inherited from class java.lang.Object

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

Method Detail

predict

public String predict(String[] example)

Specified by:

predict in interface ClassificationRegressionServingModel

Parameters:

example - input features as parsed strings

Returns:

prediction, as a string

makePrediction

public Prediction makePrediction(String[] example)

getForest

public DecisionForest getForest()

getEncodings

public CategoricalValueEncodings getEncodings()

getInputSchema

public InputSchema getInputSchema()

getFractionLoaded

public float getFractionLoaded()

Specified by:

getFractionLoaded in interface ServingModel

Returns:

fraction of IDs that were expected to be in the model whose value has been loaded from an update

toString

public String toString()

Overrides:

toString in class Object