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Improved support for DRF and GBM mojo types
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58 changes: 58 additions & 0 deletions
58
pmml-h2o/src/test/java/org/jpmml/h2o/testing/SegmentationInspector.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| /* | ||
| * Copyright (c) 2022 Villu Ruusmann | ||
| * | ||
| * This file is part of JPMML-H2O | ||
| * | ||
| * JPMML-H2O is free software: you can redistribute it and/or modify | ||
| * it under the terms of the GNU Affero General Public License as published by | ||
| * the Free Software Foundation, either version 3 of the License, or | ||
| * (at your option) any later version. | ||
| * | ||
| * JPMML-H2O is distributed in the hope that it will be useful, | ||
| * but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
| * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
| * GNU Affero General Public License for more details. | ||
| * | ||
| * You should have received a copy of the GNU Affero General Public License | ||
| * along with JPMML-H2O. If not, see <http://www.gnu.org/licenses/>. | ||
| */ | ||
| package org.jpmml.h2o.testing; | ||
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| import java.util.List; | ||
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| import org.dmg.pmml.VisitorAction; | ||
| import org.dmg.pmml.mining.Segment; | ||
| import org.dmg.pmml.mining.Segmentation; | ||
| import org.jpmml.model.InvalidElementException; | ||
| import org.jpmml.model.visitors.AbstractVisitor; | ||
|
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| public class SegmentationInspector extends AbstractVisitor { | ||
|
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| @Override | ||
| public VisitorAction visit(Segmentation segmentation){ | ||
| Segmentation.MultipleModelMethod multipleModelMethod = segmentation.getMultipleModelMethod(); | ||
|
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| switch(multipleModelMethod){ | ||
| case MAJORITY_VOTE: | ||
| case WEIGHTED_MAJORITY_VOTE: | ||
| case AVERAGE: | ||
| case WEIGHTED_AVERAGE: | ||
| case MEDIAN: | ||
| case WEIGHTED_MEDIAN: | ||
| case SUM: | ||
| case WEIGHTED_SUM: | ||
| { | ||
| List<Segment> segments = segmentation.getSegments(); | ||
|
|
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| if(segments.size() <= 1){ | ||
| throw new InvalidElementException(segmentation); | ||
| } | ||
| } | ||
| break; | ||
| default: | ||
| break; | ||
| } | ||
|
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| return super.visit(segmentation); | ||
| } | ||
| } |
83 changes: 83 additions & 0 deletions
83
pmml-h2o/src/test/java/org/jpmml/h2o/testing/TreeMojoModelConverterTest.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,83 @@ | ||
| /* | ||
| * Copyright (c) 2022 Villu Ruusmann | ||
| * | ||
| * This file is part of JPMML-H2O | ||
| * | ||
| * JPMML-H2O is free software: you can redistribute it and/or modify | ||
| * it under the terms of the GNU Affero General Public License as published by | ||
| * the Free Software Foundation, either version 3 of the License, or | ||
| * (at your option) any later version. | ||
| * | ||
| * JPMML-H2O is distributed in the hope that it will be useful, | ||
| * but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
| * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
| * GNU Affero General Public License for more details. | ||
| * | ||
| * You should have received a copy of the GNU Affero General Public License | ||
| * along with JPMML-H2O. If not, see <http://www.gnu.org/licenses/>. | ||
| */ | ||
| package org.jpmml.h2o.testing; | ||
|
|
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| import java.util.function.Predicate; | ||
|
|
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| import com.google.common.base.Equivalence; | ||
| import org.jpmml.converter.testing.Datasets; | ||
| import org.jpmml.converter.testing.Fields; | ||
| import org.jpmml.evaluator.ResultField; | ||
| import org.jpmml.evaluator.testing.PMMLEquivalence; | ||
| import org.jpmml.model.visitors.VisitorBattery; | ||
| import org.junit.Test; | ||
|
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| public class TreeMojoModelConverterTest extends H2OEncoderBatchTest implements Datasets, Fields { | ||
|
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| public TreeMojoModelConverterTest(){ | ||
| super(new PMMLEquivalence(1e-13, 1e-13)); | ||
| } | ||
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| @Override | ||
| public H2OEncoderBatch createBatch(String algorithm, String dataset, Predicate<ResultField> columnFilter, Equivalence<Object> equivalence){ | ||
| H2OEncoderBatch result = new H2OEncoderBatch(algorithm, dataset, columnFilter, equivalence){ | ||
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| @Override | ||
| public TreeMojoModelConverterTest getArchiveBatchTest(){ | ||
| return TreeMojoModelConverterTest.this; | ||
| } | ||
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| @Override | ||
| public VisitorBattery getValidators(){ | ||
| VisitorBattery visitorBattery = super.getValidators(); | ||
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| visitorBattery.add(SegmentationInspector.class); | ||
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| return visitorBattery; | ||
| } | ||
| }; | ||
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| return result; | ||
| } | ||
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| @Test | ||
| public void evaluateAudit() throws Exception { | ||
| evaluate("DecisionTree", AUDIT); | ||
| } | ||
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| @Test | ||
| public void evaluateAuditNA() throws Exception { | ||
| evaluate("DecisionTree", AUDIT_NA, excludeFields(AUDIT_ADJUSTED)); | ||
| } | ||
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| @Test | ||
| public void evaluateAuto() throws Exception { | ||
| evaluate("DecisionTree", AUTO); | ||
| } | ||
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| @Test | ||
| public void evaluateAutoNA() throws Exception { | ||
| evaluate("DecisionTree", AUTO_NA); | ||
| } | ||
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| @Test | ||
| public void evaluateIris() throws Exception { | ||
| evaluate("DecisionTree", IRIS); | ||
| } | ||
| } |
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