BayesNet/bayesnet/ensembles/BoostAODE.h

26 lines
866 B
C++

// ***************************************************************
// SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
// SPDX-FileType: SOURCE
// SPDX-License-Identifier: MIT
// ***************************************************************
#ifndef BOOSTAODE_H
#define BOOSTAODE_H
#include <string>
#include <vector>
#include "bayesnet/classifiers/SPODE.h"
#include "Boost.h"
namespace bayesnet {
class BoostAODE : public Boost {
public:
explicit BoostAODE(bool predict_voting = false);
virtual ~BoostAODE() = default;
std::vector<std::string> graph(const std::string& title = "BoostAODE") const override;
protected:
void trainModel(const torch::Tensor& weights, const Smoothing_t smoothing) override;
private:
std::vector<int> initializeModels(const Smoothing_t smoothing);
};
}
#endif