| Package | Description |
|---|---|
| org.tribuo.classification.xgboost |
Provides an interface to XGBoost for classification problems.
|
| org.tribuo.common.xgboost |
Provides abstract classes for interfacing with XGBoost abstracting away all the
Output
dependent parts. |
| org.tribuo.regression.xgboost |
Provides an interface to XGBoost for regression problems.
|
| Class and Description |
|---|
| XGBoostModel
A
Model which wraps around a XGBoost.Booster. |
| XGBoostOutputConverter
Converts the output of XGBoost into the appropriate prediction type.
|
| XGBoostTrainer
A
Trainer which wraps the XGBoost training procedure. |
| Class and Description |
|---|
| XGBoostExternalModel
A
Model which wraps around a XGBoost.Booster which was trained by a system other than Tribuo. |
| XGBoostModel
A
Model which wraps around a XGBoost.Booster. |
| XGBoostOutputConverter
Converts the output of XGBoost into the appropriate prediction type.
|
| XGBoostTrainer
A
Trainer which wraps the XGBoost training procedure. |
| XGBoostTrainer.BoosterType
The type of XGBoost model.
|
| XGBoostTrainer.DMatrixTuple
Tuple of a DMatrix, the number of valid features in each example, and the examples themselves.
|
| Class and Description |
|---|
| XGBoostModel
A
Model which wraps around a XGBoost.Booster. |
| XGBoostOutputConverter
Converts the output of XGBoost into the appropriate prediction type.
|
| XGBoostTrainer
A
Trainer which wraps the XGBoost training procedure. |
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