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Package org.apache.lens.ml

Interface Summary

LabelledPrediction<LABELTYPE,PREDICTIONTYPE>	Prediction type used when the model prediction is of complex types.
LensML	Lens's machine learning interface used by client code as well as Lens ML service.
MLAlgo	The Interface MLAlgo.
MLDriver	The Interface MLDriver.
MLTestMetric	The Interface MLTestMetric.
MultiPrediction	The Interface MultiPrediction.

Class Summary

AlgoArgParser	The Class AlgoArgParser.
AlgoArgParser.CustomArgParser<E>	The Class CustomArgParser.
Algorithms	The Class Algorithms.
ClassifierBaseModel	Return a single double value as a prediction.
ExampleUtils	The Class ExampleUtils.
ForecastingModel	The Class ForecastingModel.
ForecastingModel.ForecastingLabel	The Class ForecastingLabel.
ForecastingModel.ForecastingPredictions	The Class ForecastingPredictions.
HiveMLUDF	Generic UDF to laod ML Models saved in HDFS and apply the model on list of columns passed as argument.
LensMLImpl	The Class LensMLImpl.
MLModel<PREDICTION>	Instantiates a new ML model.
MLTestReport	Instantiates a new ML test report.
MLUtils
ModelLoader	Load ML models from a FS location.
TableTestingSpec	Table specification for running test on a table.
TableTestingSpec.TableTestingSpecBuilder	The Class TableTestingSpecBuilder.
TestQueryRunner	Run the model testing query against a Lens server.

Annotation Types Summary

AlgoParam	The Interface AlgoParam.
Algorithm	The Interface Algorithm.