diff --git a/pmml-statsmodels/src/main/java/statsmodels/Model.java b/pmml-statsmodels/src/main/java/statsmodels/Model.java
index 2319a0b..5aee340 100644
--- a/pmml-statsmodels/src/main/java/statsmodels/Model.java
+++ b/pmml-statsmodels/src/main/java/statsmodels/Model.java
@@ -32,8 +32,8 @@
 import org.jpmml.converter.ContinuousFeature;
 import org.jpmml.converter.ContinuousLabel;
 import org.jpmml.converter.Feature;
+import org.jpmml.converter.FieldUtil;
 import org.jpmml.converter.Label;
-import org.jpmml.converter.PMMLUtil;
 import org.jpmml.converter.Schema;
 import org.jpmml.python.PythonObject;
 import org.jpmml.statsmodels.InterceptFeature;
@@ -134,7 +134,7 @@ public List<Feature> encodeFeatures(List<String> exogNames, StatsModelsEncoder e
 					} // End if
 
 					if(!isFormula){
-						PMMLUtil.addValues(dataField, Collections.singletonList(value));
+						FieldUtil.addValues(dataField, Collections.singletonList(value));
 					}
 
 					features.add(new BinaryFeature(encoder, dataField, value));
diff --git a/pmml-statsmodels/src/main/java/statsmodels/miscmodels/OrderedModel.java b/pmml-statsmodels/src/main/java/statsmodels/miscmodels/OrderedModel.java
index 16f8b43..09315e5 100644
--- a/pmml-statsmodels/src/main/java/statsmodels/miscmodels/OrderedModel.java
+++ b/pmml-statsmodels/src/main/java/statsmodels/miscmodels/OrderedModel.java
@@ -31,6 +31,7 @@
 import org.dmg.pmml.mining.Segmentation;
 import org.dmg.pmml.regression.RegressionModel;
 import org.jpmml.converter.ContinuousFeature;
+import org.jpmml.converter.ContinuousLabel;
 import org.jpmml.converter.Feature;
 import org.jpmml.converter.Label;
 import org.jpmml.converter.ModelEncoder;
@@ -87,7 +88,8 @@ public org.dmg.pmml.Model encodeModel(List<? extends Number> params, Schema sche
 
 		Schema segmentSchema = schema.toAnonymousRegressorSchema(DataType.DOUBLE);
 
-		RegressionModel firstRegressionModel = RegressionModelUtil.createRegression(features, varsParams, (offset != null ? offset : 0d), RegressionModel.NormalizationMethod.NONE, segmentSchema);
+		RegressionModel firstRegressionModel = RegressionModelUtil.createRegression(features, varsParams, (offset != null ? offset : 0d), RegressionModel.NormalizationMethod.NONE, segmentSchema)
+			.setTargets(ModelUtil.createRescaleTargets(-1d, null, (ContinuousLabel)segmentSchema.getLabel()));
 
 		OutputField linpredOutputField = ModelUtil.createPredictedField("linpred", OpType.CONTINUOUS, DataType.DOUBLE);
 
diff --git a/pom.xml b/pom.xml
index 474097c..d409a46 100644
--- a/pom.xml
+++ b/pom.xml
@@ -70,12 +70,12 @@
 			<dependency>
 				<groupId>org.jpmml</groupId>
 				<artifactId>pmml-python</artifactId>
-				<version>1.1.19</version>
+				<version>1.1.20</version>
 			</dependency>
 			<dependency>
 				<groupId>org.jpmml</groupId>
 				<artifactId>pmml-python-testing</artifactId>
-				<version>1.1.19</version>
+				<version>1.1.20</version>
 			</dependency>
 
 			<dependency>