MachineLearning.relast

// ----------------    Machine Learning Model    ------------------------------
MachineLearningRoot ::= [ActivityRecognition:MachineLearningModel] [PreferenceLearning:MachineLearningModel] Activity* ChangeEvent* ;

Activity ::= <Identifier:int> <Label:String> ;

abstract ChangeEvent ::= <Identifier:int> <Created:java.time.Instant> ChangedItem* ;

ChangedItem ::= <NewStateAsString:String> ;
rel ChangedItem.Item -> Item ;

RecognitionEvent : ChangeEvent ::= RelevantItem:ChangedItem* ;
rel RecognitionEvent.Activity -> Activity ;

ManualChangeEvent : ChangeEvent ;

abstract MachineLearningModel ::= [LastResult:MachineLearningResult] ;
rel MachineLearningModel.RelevantItem* <-> Item.RelevantInMachineLearningModel* ;
rel MachineLearningModel.TargetItem* <-> Item.TargetInMachineLearningModel* ;

ExternalMachineLearningModel : MachineLearningModel ;

abstract InternalMachineLearningModel : MachineLearningModel ;
// excluded: <OutputApplication:DoubleDoubleFunction>

MachineLearningResult ::= ItemUpdate* ;

abstract ItemUpdate ::= ;
rel ItemUpdate.Item -> Item ;

ItemUpdateColor : ItemUpdate ::= NewHSB:TupleHSB ;
ItemUpdateDouble : ItemUpdate ::= <NewValue:double> ;