Package quickml.supervised

Examples of quickml.supervised.PredictiveModelBuilder

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    @Test
    public void simpleTest() {
        TestAEBS testFEPMB = new TestAEBS();
        List<Instance<AttributesMap>> trainingData = Lists.newArrayList();
        trainingData.add(new InstanceImpl(AttributesMap.newHashMap(), 1));
        PredictiveModelBuilder testPMB = new TestPMBuilder();
        FeatureEngineeringPredictiveModelBuilder feBuilder = new FeatureEngineeringPredictiveModelBuilder(testPMB, Lists.newArrayList(new TestAEBS()));
        final FeatureEngineeredPredictiveModel predictiveModel = feBuilder.buildPredictiveModel(trainingData);
        predictiveModel.getProbability(trainingData.get(0).getAttributes(), valueToTest);
    }
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        AttributesMap  map = AttributesMap.newHashMap() ;
        map.put("2", "2");
        instances.add(new InstanceImpl<AttributesMap>(map, "1"));
        instances.add(new InstanceImpl<AttributesMap>(map, "2"));
        instances.add(new InstanceImpl<AttributesMap>(map, "3"));
        PredictiveModelBuilder predictiveModelBuilder = new TreeBuilder();
        final TemporallyReweightedClassifierBuilder cpmb = new TemporallyReweightedClassifierBuilder(predictiveModelBuilder, new MapDateTimeExtractor());
        cpmb.buildPredictiveModel(instances);
    }
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    }

    @Test
    public void simpleBmiTest() throws Exception {
        final List<Instance<AttributesMap>> instances = TreeBuilderTestUtils.getIntegerInstances(10000);
        final PredictiveModelBuilder tb = new TreeBuilder(new SplitDiffScorer());
        final TemporallyReweightedClassifierBuilder builder = new TemporallyReweightedClassifierBuilder(tb, new MapDateTimeExtractor());
        final long startTime = System.currentTimeMillis();
        final TemporallyReweightedClassifier model = builder.buildPredictiveModel(instances);

        TreeBuilderTestUtils.serializeDeserialize(model);
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Related Classes of quickml.supervised.PredictiveModelBuilder

  • quickml.supervised.classifier.temporallyWeightClassifier.TemporallyReweightedClassifierBuilderTest
  • quickml.supervised.featureEngineering.FeatureEngineeringPredictiveModelBuilderTest
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