Package com.datarobot.prediction

Interface IRegressionPredictor

All Superinterfaces:

IEventProvider<RegressionScoreEventInfo>, IPredictorInfo

public interface IRegressionPredictor
extends IPredictorInfo, IEventProvider<RegressionScoreEventInfo>

Interface for Regression models.

Method Summary

Modifier and Type	Method	Description
double	score(Iterable<?> row)	Scores a single row.
double	score(Map<String,?> row)	Scores a single row.
Score<Double>	scoreWithExplanations(Iterable<?> row)	Scoring with the default prediction explanations parameters.
Score<Double>	scoreWithExplanations(Iterable<?> row, ExplanationParams predictionExplanationParams)	Scoring with some overriden prediction explanation parameters.
Score<Double>	scoreWithExplanations(Map<String,?> row)	Scoring with the default prediction explanations parameters.
Score<Double>	scoreWithExplanations(Map<String,?> row, ExplanationParams predictionExplanationParams)	Scoring with some overriden prediction explanation parameters.

Methods inherited from interface com.datarobot.prediction.IEventProvider

getScoreEvent

Methods inherited from interface com.datarobot.prediction.IPredictorInfo

getDefaultPredictionExplanationParams, getFeatures, getModelId, getModelInfo, getPredictorClass

Method Detail

score

double score(Map<String,?> row)

Scores a single row.

Parameters:

row - row with features.

Returns:

predicted value.

score

double score(Iterable<?> row)

Scores a single row.

NOTE:

Here Iterable<?> row is the feature values in the same order as they goes in IPredictorInfo.getFeatures().

Parameters:

row - row with feature values in right order.

Returns:

predicted.

scoreWithExplanations

Score<Double> scoreWithExplanations(Map<String,?> row)

Scoring with the default prediction explanations parameters.

Returns:

scores with explanations.

scoreWithExplanations

Score<Double> scoreWithExplanations(Iterable<?> row)

Scoring with the default prediction explanations parameters.

Returns:

scores with explanations.

scoreWithExplanations

Score<Double> scoreWithExplanations(Map<String,?> row,
                                    ExplanationParams predictionExplanationParams)

Scoring with some overriden prediction explanation parameters.

Parameters:

predictionExplanationParams - prediction explanations parameters to override.

Returns:

scores with explanations.

scoreWithExplanations

Score<Double> scoreWithExplanations(Iterable<?> row,
                                    ExplanationParams predictionExplanationParams)

Scoring with some overriden prediction explanation parameters.

Parameters:

predictionExplanationParams - prediction explanations parameters to override.

Returns:

scores with explanations.