XGBoost.h File Reference

This file contains the implementation of XGBoost-based machine learning functions in Velox. More...

#include <dirent.h>
#include <fcntl.h>
#include <stdlib.h>
#include <unistd.h>
#include <xgboost/c_api.h>
#include <cmath>
#include <iostream>
#include <memory>
#include <string>
#include "BaseFunction.h"
#include "velox/exec/tests/utils/AssertQueryBuilder.h"
#include "velox/exec/tests/utils/PlanBuilder.h"
#include "velox/exec/tests/utils/TempDirectoryPath.h"
#include "velox/ml_functions/DecisionTree.h"
#include "velox/vector/tests/utils/VectorTestBase.h"

Go to the source code of this file.

Classes
class	ml::XGBoost
	A class for managing XGBoost models and making predictions. More...
class	ml::XGBoostPrediction
	A machine learning function for making predictions using XGBoost models. More...

Typedefs
typedef std::shared_ptr< XGBoost >	ml::XGBoostPtr
	Forward declaration of the XGBoost class.

Detailed Description

This file contains the implementation of XGBoost-based machine learning functions in Velox.

Copyright

Copyright (c) 2025 ASU Cactus Lab. @license Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Typedef Documentation

XGBoostPtr

typedef std::shared_ptr<XGBoost> ml::XGBoostPtr

Forward declaration of the XGBoost class.

Alias for a shared pointer to an XGBoost object.