public class IsotonicRegression extends Regressor
AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICTUNKNOWNUNKNOWN| Constructor and Description |
|---|
IsotonicRegression(String module,
String name) |
| Modifier and Type | Method and Description |
|---|---|
List<org.jpmml.converter.Feature> |
encodeFeatures(List<org.jpmml.converter.Feature> features,
SkLearnEncoder encoder) |
org.dmg.pmml.regression.RegressionModel |
encodeModel(org.jpmml.converter.Schema schema) |
Boolean |
getIncreasing() |
String |
getOutOfBounds() |
List<? extends Number> |
getXThresholds() |
List<? extends Number> |
getYThresholds() |
static org.dmg.pmml.OutlierTreatmentMethod |
parseOutlierTreatment(String outOfBounds) |
getMiningFunctionaddFeatureImportances, checkFeatures, checkLabel, encode, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getNumberOfOutputs, getOption, getOpType, getPMMLFeatureImportances, getPMMLOptions, getSkLearnVersion, hasFeatureImportances, isSupervised, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptionscreateFieldName, createFieldName, createFieldName, getPMMLName, setPMMLNameget, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getClassName, getDict, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getTuple, getTupleList, setClassNameclear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, size, valuesequals, hashCode, toStringpublic org.dmg.pmml.regression.RegressionModel encodeModel(org.jpmml.converter.Schema schema)
encodeModel in class Estimatorpublic List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
public Boolean getIncreasing()
public String getOutOfBounds()
public static org.dmg.pmml.OutlierTreatmentMethod parseOutlierTreatment(String outOfBounds)
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