Examples of quickml.supervised.classifier.randomForest.RandomForestBuilderFactory

    private static final String BINS_IN_CALIBRATOR = "binsInCalibrator";


    private final UpdatablePredictiveModelBuilderFactory<AttributesMap, ? extends Classifier,? extends UpdatablePredictiveModelBuilder<AttributesMap, ? extends Classifier>> wrappedBuilderFactory;


    public CalibratedPredictiveModelBuilderFactory() {
        this(new RandomForestBuilderFactory());
    }

        final List<Instance<AttributesMap>> instances = Benchmarks.loadDiabetesDataset();
        testWithTrainingSet(instances);
    }


    private void testWithTrainingSet(final List<Instance<AttributesMap>> instances) {
        final PredictiveModelWithDataBuilderFactory predictiveModelBuilderFactory = new PredictiveModelWithDataBuilderFactory(new RandomForestBuilderFactory());
        final ClassifierStationaryCrossValidator crossVal = new ClassifierStationaryCrossValidator(4, 4, new ClassifierLogCVLossFunction());
        PredictiveModelOptimizer predictiveModelOptimizer = new PredictiveModelOptimizer(predictiveModelBuilderFactory, instances, crossVal);
        final Map<String, Object> optimalParameters = predictiveModelOptimizer.determineOptimalConfiguration();
        logger.info("Optimal parameters: " + optimalParameters);
        RandomForestBuilder defaultRFBuilder = new RandomForestBuilder();

Examples of quickml.supervised.classifier.randomForest.RandomForestBuilderFactory

Related Classes of quickml.supervised.classifier.randomForest.RandomForestBuilderFactory