Package com.datarobot.prediction

Package with all DataRobot predictors interfaces, data structures and predictors factories.

Interface Summary

Interface	Description
ClassificationScoreEventInfo	Interface for classification score event information.
Event<T extends EventInfo>	Event interface, it has subscribers and could be invoked to notify subscribers only from the class where it is declared.
EventHandler<T extends EventInfo>	Interface of the event handler, that describes how certain event could be handled.
EventInfo<SenderT>	Generic interface for event info that should have the sender.
Explanation	Interface for prediction explanation.
ExplanationParams	Interface for parameters of the prediction explanations.
ExplanationParams.FeatureImpact<T>	Interface for feature impact.
IClassificationPredictor	Interface for multi class and binary classification models.
IEventProvider<ScoreEventT extends EventInfo>	Interface that will allow to subscribe for scoring events for logging, tracking results.
IPredictorInfo	Interface with common information for all models.
IRegressionPredictor	Interface for Regression models.
ITimeSeriesModelInfo	Time Series Models Specific Information.
ITimeSeriesRegressionPredictor	Time-Series Regression Predictor interface.
MulticlassPredictor	Deprecated. Please retrain your model and use the IClassificationPredictor interface instead.
Predictor	Deprecated. Please retrain your model and use the IRegressionPredictor interface instead.
RegressionScoreEventInfo	Interface for regression score event info.
Score<ScoreT>
TimeSeriesPredictor	Deprecated. Please use ITimeSeriesRegressionPredictor instead, this class is used for internal usage.
TimeSeriesRegressionScoreEventInfo
TimeSeriesScore<ResultT>	Class that contains Time Series Scores.

Class Summary

Class	Description
Predictors	Class with basic factory methods for initializing and discover models.
Predictors.Constants
Row	Deprecated. Please use map based data structure for features with new scoring interfaces.
TimeSeriesOptions	Class to store all parameters for computing predictions for TS models.
TimeSeriesOptions.Builder

Enum Summary

Enum	Description
Explanation.ExplanationStrength	Explanation Strength.
Explanation.ExplanationType	Type of the explanation.