diff --git a/src/main/java/category_encoders/BaseNEncoder.java b/src/main/java/category_encoders/BaseNEncoder.java index cf8a087fe..625bb5966 100644 --- a/src/main/java/category_encoders/BaseNEncoder.java +++ b/src/main/java/category_encoders/BaseNEncoder.java @@ -27,7 +27,11 @@ import com.google.common.base.Strings; import com.google.common.collect.LinkedHashMultimap; import com.google.common.collect.SetMultimap; +import org.dmg.pmml.DerivedField; import org.dmg.pmml.FieldName; +import org.dmg.pmml.OpType; +import org.jpmml.converter.BinaryFeature; +import org.jpmml.converter.ContinuousFeature; import org.jpmml.converter.Feature; import org.jpmml.converter.FeatureUtil; import org.jpmml.python.ClassDictUtil; @@ -124,6 +128,17 @@ public FieldName getDerivedName(){ } }; + if(base == 2){ + ContinuousFeature continuousFeature = baseFeature.toContinuousFeature(); + + DerivedField derivedField = (DerivedField)encoder.getField(continuousFeature.getName()); + + // XXX + derivedField.setOpType(OpType.CATEGORICAL); + + baseFeature = new BinaryFeature(encoder, derivedField, 1); + } + baseFeatures.add(baseFeature); } diff --git a/src/main/java/category_encoders/BaseNFeature.java b/src/main/java/category_encoders/BaseNFeature.java index 2945d891e..ef35bc294 100644 --- a/src/main/java/category_encoders/BaseNFeature.java +++ b/src/main/java/category_encoders/BaseNFeature.java @@ -24,6 +24,7 @@ import java.util.Set; import java.util.function.Supplier; +import com.google.common.collect.Iterables; import com.google.common.collect.SetMultimap; import org.dmg.pmml.Apply; import org.dmg.pmml.DataType; @@ -31,6 +32,7 @@ import org.dmg.pmml.Field; import org.dmg.pmml.FieldName; import org.dmg.pmml.FieldRef; +import org.dmg.pmml.NormDiscrete; import org.dmg.pmml.PMMLFunctions; import org.jpmml.converter.ContinuousFeature; import org.jpmml.converter.Feature; @@ -65,25 +67,38 @@ public BaseNFeature(PMMLEncoder encoder, FieldName name, DataType dataType, int public ContinuousFeature toContinuousFeature(){ FieldName name = getName(); DataType dataType = getDataType(); + int base = getBase(); SetMultimap values = getValues(); Supplier expressionSupplier = () -> { + Map> valueMap = values.asMap(); + + if(base == 2){ + Collection categories = valueMap.get(1); + + if(categories != null && categories.size() == 1){ + Object category = Iterables.getOnlyElement(categories); + + return new NormDiscrete(name, category); + } + } + Apply apply = null; Apply prevIfApply = null; - Set>> entries = (values.asMap()).entrySet(); + Set>> entries = valueMap.entrySet(); for(Map.Entry> entry : entries){ Integer baseValue = entry.getKey(); Collection categories = entry.getValue(); - Apply isInApply = PMMLUtil.createApply(PMMLFunctions.ISIN, new FieldRef(name)); + Apply valueApply = PMMLUtil.createApply((categories.size() == 1 ? PMMLFunctions.EQUAL : PMMLFunctions.ISIN), new FieldRef(name)); for(Object category : categories){ - isInApply.addExpressions(PMMLUtil.createConstant(category, dataType)); + valueApply.addExpressions(PMMLUtil.createConstant(category, dataType)); } - Apply ifApply = PMMLUtil.createApply(PMMLFunctions.IF, isInApply) + Apply ifApply = PMMLUtil.createApply(PMMLFunctions.IF, valueApply) .addExpressions(PMMLUtil.createConstant(baseValue)); if(apply == null){ diff --git a/src/test/resources/csv/BinaryEncoderAudit.csv b/src/test/resources/csv/BinaryEncoderAudit.csv index 43ec12d7b..073d82725 100644 --- a/src/test/resources/csv/BinaryEncoderAudit.csv +++ b/src/test/resources/csv/BinaryEncoderAudit.csv @@ -1,1900 +1,1900 @@ Adjusted,probability(0),probability(1) -0,0.7642216049295018,0.2357783950704983 -0,0.7380815762821435,0.2619184237178565 -0,0.9022620853896257,0.09773791461037437 -0,0.5983664835075492,0.40163351649245077 -0,0.5271611972563093,0.4728388027436907 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+0,1.0,0.0 +0,0.8709677419354839,0.12903225806451613 +0,0.9354838709677419,0.06451612903225806 +0,0.9032258064516129,0.0967741935483871 +0,0.6774193548387096,0.3225806451612903 +0,1.0,0.0 +0,1.0,0.0 diff --git a/src/test/resources/extensions/category_encoders.py b/src/test/resources/extensions/category_encoders.py index 6361a427b..caa2293f6 100644 --- a/src/test/resources/extensions/category_encoders.py +++ b/src/test/resources/extensions/category_encoders.py @@ -3,6 +3,7 @@ from category_encoders import BaseNEncoder, BinaryEncoder, OrdinalEncoder from pandas import DataFrame from sklearn_pandas import DataFrameMapper +from sklearn.ensemble import RandomForestClassifier from sklearn.linear_model import LogisticRegression from sklearn.preprocessing import OneHotEncoder from sklearn2pmml.pipeline import PMMLPipeline @@ -12,12 +13,13 @@ cat_cols = ["Employment", "Education", "Marital", "Occupation", "Gender"] cont_cols = ["Age", "Income", "Hours"] -def build_audit(mapper, classifier, name): +def build_audit(mapper, classifier, name, **pmml_options): pipeline = PMMLPipeline([ ("mapper", mapper), ("classifier", classifier) ]) pipeline.fit(audit_X, audit_y) + pipeline.configure(**pmml_options) store_pkl(pipeline, name) adjusted = DataFrame(pipeline.predict(audit_X), columns = ["Adjusted"]) adjusted_proba = DataFrame(pipeline.predict_proba(audit_X), columns = ["probability(0)", "probability(1)"]) @@ -47,9 +49,11 @@ def build_audit(mapper, classifier, name): build_audit(mapper, classifier, "Base3EncoderAudit") +classifier = RandomForestClassifier(n_estimators = 31, random_state = 13) + mapper = DataFrameMapper([ (cat_cols, BinaryEncoder()), (cont_cols, None) ]) -build_audit(mapper, classifier, "BinaryEncoderAudit") \ No newline at end of file +build_audit(mapper, classifier, "BinaryEncoderAudit", compact = False) \ No newline at end of file diff --git a/src/test/resources/pkl/BinaryEncoderAudit.pkl b/src/test/resources/pkl/BinaryEncoderAudit.pkl index f3c73d033..67689d7a6 100644 Binary files a/src/test/resources/pkl/BinaryEncoderAudit.pkl and b/src/test/resources/pkl/BinaryEncoderAudit.pkl differ