Uses of Interface
org.tribuo.common.xgboost.XGBoostOutputConverter
Package
Description
Provides an interface to XGBoost for classification problems.
Provides abstract classes for interfacing with XGBoost abstracting away all the
Output
dependent parts.Provides an interface to XGBoost for regression problems.
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Uses of XGBoostOutputConverter in org.tribuo.classification.xgboost
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Uses of XGBoostOutputConverter in org.tribuo.common.xgboost
Modifier and TypeMethodDescriptionprotected XGBoostModel<T>
XGBoostTrainer.createModel
(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, List<ml.dmlc.xgboost4j.java.Booster> models, XGBoostOutputConverter<T> converter) Creates an XGBoost model from the booster list.static <T extends Output<T>>
XGBoostExternalModel<T>XGBoostExternalModel.createXGBoostModel
(OutputFactory<T> factory, Map<String, Integer> featureMapping, Map<T, Integer> outputMapping, XGBoostOutputConverter<T> outputFunc, String path) Creates anXGBoostExternalModel
from the supplied model on disk.static <T extends Output<T>>
XGBoostExternalModel<T>XGBoostExternalModel.createXGBoostModel
(OutputFactory<T> factory, Map<String, Integer> featureMapping, Map<T, Integer> outputMapping, XGBoostOutputConverter<T> outputFunc, Path path) Creates anXGBoostExternalModel
from the supplied model on disk.static <T extends Output<T>>
XGBoostExternalModel<T>XGBoostExternalModel.createXGBoostModel
(OutputFactory<T> factory, Map<String, Integer> featureMapping, Map<T, Integer> outputMapping, XGBoostOutputConverter<T> outputFunc, ml.dmlc.xgboost4j.java.Booster model, URL provenanceLocation) Deprecated.As the URL argument must always be valid.static <T extends Output<T>>
XGBoostExternalModel<T>XGBoostExternalModel.createXGBoostModel
(OutputFactory<T> factory, Map<String, Integer> featureMapping, Map<T, Integer> outputMapping, XGBoostOutputConverter<T> outputFunc, ml.dmlc.xgboost4j.java.Booster model, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance) Creates anXGBoostExternalModel
from the supplied in-memory XGBoostBooster
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Uses of XGBoostOutputConverter in org.tribuo.regression.xgboost
Modifier and TypeClassDescriptionfinal class
Converts XGBoost outputs intoRegressor
Prediction
s.