Line data    Source code

       1              : // ***************************************************************
       2              : // SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
       3              : // SPDX-FileType: SOURCE
       4              : // SPDX-License-Identifier: MIT
       5              : // ***************************************************************
       6              : 
       7              : #ifndef FCBF_H
       8              : #define FCBF_H
       9              : #include <torch/torch.h>
      10              : #include <vector>
      11              : #include "bayesnet/feature_selection/FeatureSelect.h"
      12              : namespace bayesnet {
      13              :     class FCBF : public FeatureSelect {
      14              :     public:
      15              :         // dataset is a n+1xm tensor of integers where dataset[-1] is the y std::vector
      16              :         FCBF(const torch::Tensor& samples, const std::vector<std::string>& features, const std::string& className, const int maxFeatures, const int classNumStates, const torch::Tensor& weights, const double threshold);
      17           38 :         virtual ~FCBF() {};
      18              :         void fit() override;
      19              :     private:
      20              :         double threshold = -1;
      21              :     };
      22              : }
      23              : #endif