com.dataiku.scoring

Interface ClassificationModel

All Superinterfaces:

Model<ClassificationResult>

public interface ClassificationModel
extends Model<ClassificationResult>

A classification model able to score Observation instances

Method Summary

Modifier and Type	Method and Description
java.util.Collection<java.lang.String>	getClassLabels()
int	getNumClasses()
Try<ClassificationResult>	predict(Observation o) Tentatively performs a prediction

Methods inherited from interface com.dataiku.scoring.Model

observationBuilder

Method Detail

predict

Try<ClassificationResult> predict(Observation o)

Tentatively performs a prediction

Specified by:

predict in interface Model<ClassificationResult>

Parameters:

o - the Observation to score

Returns:

a Try for the prediction result, with either the prediction or an error message detailing why the prediction could not be computed

getNumClasses

int getNumClasses()

Returns:

the number of classes

getClassLabels

java.util.Collection<java.lang.String> getClassLabels()

Returns:

the labels for the different classes