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Fix BinDisc quantile mistakes (#9)
* Fix BinDisc quantile mistakes * Fix FImdlp tests * Fix tests, samples and remove uneeded support files * Add coypright header to sources Fix coverage report Add coverage badge to README * Update sonar github action * Move sources to a folder and change ArffFiles files to library * Add recursive submodules to github action
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src/CPPFImdlp.h
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44
src/CPPFImdlp.h
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// ****************************************************************
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// SPDX - FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
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// SPDX - FileType: SOURCE
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// SPDX - License - Identifier: MIT
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// ****************************************************************
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#ifndef CPPFIMDLP_H
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#define CPPFIMDLP_H
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#include "typesFImdlp.h"
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#include <limits>
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#include <utility>
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#include <string>
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#include "Metrics.h"
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#include "Discretizer.h"
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namespace mdlp {
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class CPPFImdlp : public Discretizer {
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public:
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CPPFImdlp() = default;
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CPPFImdlp(size_t min_length_, int max_depth_, float proposed);
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virtual ~CPPFImdlp() = default;
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void fit(samples_t& X_, labels_t& y_) override;
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inline int get_depth() const { return depth; };
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protected:
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size_t min_length = 3;
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int depth = 0;
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int max_depth = numeric_limits<int>::max();
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float proposed_cuts = 0;
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indices_t indices = indices_t();
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samples_t X = samples_t();
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labels_t y = labels_t();
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Metrics metrics = Metrics(y, indices);
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size_t num_cut_points = numeric_limits<size_t>::max();
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static indices_t sortIndices(samples_t&, labels_t&);
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void computeCutPoints(size_t, size_t, int);
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void resizeCutPoints();
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bool mdlp(size_t, size_t, size_t);
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size_t getCandidate(size_t, size_t);
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size_t compute_max_num_cut_points() const;
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pair<precision_t, size_t> valueCutPoint(size_t, size_t, size_t);
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};
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}
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#endif
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