public class ExplainableBoostingClassifier extends Classifier implements HasExplainableBooster
AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>FIELD_PROBABILITYFIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICTFEATURETYPE_CONTINUOUS, FEATURETYPE_NOMINALUNKNOWNUNKNOWN| Constructor and Description |
|---|
ExplainableBoostingClassifier(String module,
String name) |
| Modifier and Type | Method and Description |
|---|---|
org.dmg.pmml.Model |
encodeModel(org.jpmml.converter.Schema schema) |
List<List<?>> |
getBins() |
List<String> |
getFeatureTypesIn() |
List<Number> |
getIntercept() |
String |
getLink() |
List<Object[]> |
getTermFeatures() |
List<org.jpmml.python.HasArray> |
getTermScores() |
canonicalizeValue, canonicalizeValues, encodeLabel, encodeLabel, encodeLabel, encodePredictProbaOutput, getClasses, getClasses, getMiningFunction, getNumberOfOutputs, hasProbabilityDistribution, isSupervisedaddFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, extractArguments, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentIdcheckSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion, setPMMLNamecontainsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, updateclear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, valuesequals, hashCode, toStringfinalize, getClass, notify, notifyAll, wait, wait, waitgetFeatureNamesInpublic org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema)
encodeModel in class Estimatorpublic List<List<?>> getBins()
getBins in interface HasExplainableBoosterpublic List<String> getFeatureTypesIn()
getFeatureTypesIn in interface HasExplainableBoosterpublic String getLink()
public List<Object[]> getTermFeatures()
getTermFeatures in interface HasExplainableBoosterpublic List<org.jpmml.python.HasArray> getTermScores()
getTermScores in interface HasExplainableBoosterCopyright © 2024. All rights reserved.