Details and Options

ActivePredictionObject[…] is the result generated by ActivePrediction[…].
ActivePredictionObject[…][prop] gives the property prop of the active prediction object.
ActivePredictionObject[…][{prop₁,prop₂,…}] gives the list of properties {prop₁,prop₂,…}.
Possible properties include:

	"EvaluationHistory"	configurations explored and values assigned to them
	"Method"	method used for active prediction
	"PredictorFunction"	best PredictorFunction[…] obtained
	"PredictorMeasurementsObject"	latest PredictorMeasurementsObject[…] obtained
	"LearningCurve"	plot of mean cross-entropy evolution
	"Properties"	list of all available properties

Examples

Train an ActivePredictionObject[…] to find the predictor for a nontrivial function in an interval:

Obtain the list of the object properties:

Obtain the history of explored configurations:

Obtain the predictors trained during active prediction, along with some of their properties:

Obtain the final predictor:

Obtain the method used to choose configurations to add to the training set:

Obtain some other properties:

Display the performances of predictors trained during active prediction:

Visualize the predictions of the final predictor on new examples:

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