public class IsolationForest extends EnsembleRegressor implements HasDecisionFunctionField, HasTreeOptions, OutlierDetector
AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICTOPTION_COMPACT, OPTION_FLAT, OPTION_NODE_EXTENSIONS, OPTION_NODE_ID, OPTION_NODE_SCORE, OPTION_NUMERIC, OPTION_PRUNE, OPTION_WINNER_IDUNKNOWNUNKNOWN| Constructor and Description |
|---|
IsolationForest(String module,
String name) |
| Modifier and Type | Method and Description |
|---|---|
org.dmg.pmml.mining.MiningModel |
encodeModel(org.jpmml.converter.Schema schema) |
String |
getBehaviour() |
Number |
getDecisionFunctionThreshold() |
List<List<Integer>> |
getEstimatorsFeatures() |
int |
getMaxSamples() |
Number |
getOffset() |
Number |
getThreshold() |
boolean |
isSupervised() |
getDataType, getEstimator, getEstimators, getOpTypegetMiningFunctionaddFeatureImportances, checkFeatures, checkLabel, createApplyField, createPredictProbaFields, encode, encodeApplyOutput, getAlgorithmName, getFeatureImportances, getNumberOfFeatures, getNumberOfOutputs, getOption, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, getSkLearnVersion, hasFeatureImportances, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentIdcreateFieldName, 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, toStringfinalize, getClass, notify, notifyAll, wait, wait, waitgetDecisionFunctionFieldgetNativeConfigurationpublic boolean isSupervised()
isSupervised in class Estimatorpublic org.dmg.pmml.mining.MiningModel encodeModel(org.jpmml.converter.Schema schema)
encodeModel in class Estimatorpublic Number getDecisionFunctionThreshold()
getDecisionFunctionThreshold in interface OutlierDetectorpublic String getBehaviour()
public int getMaxSamples()
public Number getOffset()
public Number getThreshold()
Copyright © 2023. All rights reserved.