/** * Create an instance of {@link NeuralNetwork } * */ public NeuralNetwork createNeuralNetwork() { return new NeuralNetwork(); }
/** * Create an instance of {@link NeuralNetwork } * */ public NeuralNetwork createNeuralNetwork() { return new NeuralNetwork(); }
NeuralNetwork neuralNetwork = new NeuralNetwork(MiningFunction.CLASSIFICATION, NeuralNetwork.ActivationFunction.LOGISTIC, ModelUtil.createMiningSchema(categoricalLabel), neuralInputs, neuralLayers) .setNeuralOutputs(NeuralNetworkUtil.createClassificationNeuralOutputs(entities, categoricalLabel));
NeuralNetwork neuralNetwork = new NeuralNetwork(miningFunction, activationFunction, ModelUtil.createMiningSchema(label), neuralInputs, neuralLayers) .setNeuralOutputs(neuralOutputs);
NeuralNetwork neuralNetwork = new NeuralNetwork(miningFunction, NeuralNetwork.ActivationFunction.IDENTITY, ModelUtil.createMiningSchema(label), neuralInputs, neuralLayers);
NeuralNetwork neuralNetwork = new NeuralNetwork(MiningFunction.REGRESSION, NeuralNetwork.ActivationFunction.IDENTITY, ModelUtil.createMiningSchema(continuousLabel), neuralInputs, neuralLayers) .setNeuralOutputs(NeuralNetworkUtil.createRegressionNeuralOutputs(entities, continuousLabel));
NeuralNetwork neuralNetwork = new NeuralNetwork(MiningFunction.REGRESSION, NeuralNetwork.ActivationFunction.IDENTITY, ModelUtil.createMiningSchema(label), neuralInputs, neuralLayers) .setNeuralOutputs(neuralOutputs);
@Test public void inspectTypeAnnotations(){ PMML pmml = createPMML(); assertVersionRange(pmml, Version.PMML_3_0, Version.PMML_4_3); pmml.addModels(new AssociationModel(), //new ClusteringModel(), //new GeneralRegressionModel(), //new MiningModel(), new NaiveBayesModel(), new NeuralNetwork(), new RegressionModel(), new RuleSetModel(), new SequenceModel(), //new SupportVectorMachineModel(), new TextModel(), new TreeModel()); assertVersionRange(pmml, Version.PMML_3_0, Version.PMML_4_3); pmml.addModels(new TimeSeriesModel()); assertVersionRange(pmml, Version.PMML_4_0, Version.PMML_4_3); pmml.addModels(new BaselineModel(), new Scorecard(), new NearestNeighborModel()); assertVersionRange(pmml, Version.PMML_4_1, Version.PMML_4_3); pmml.addModels(new BayesianNetworkModel(), new GaussianProcessModel()); assertVersionRange(pmml, Version.PMML_4_3, Version.PMML_4_3); }