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32 lines
777 B
C++
32 lines
777 B
C++
#ifndef BINDISC_H
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#define BINDISC_H
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#include "typesFImdlp.h"
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#include <string>
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namespace mdlp {
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enum class strategy_t {
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UNIFORM,
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QUANTILE
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};
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class BinDisc {
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public:
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BinDisc(int n_bins = 3, strategy_t strategy = strategy_t::UNIFORM);
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~BinDisc();
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void fit(samples_t&);
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inline cutPoints_t getCutPoints() const { return cutPoints; };
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labels_t& transform(const samples_t&);
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static inline std::string version() { return "1.0.0"; };
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private:
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void fit_uniform(samples_t&);
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void fit_quantile(samples_t&);
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void normalizeCutPoints();
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int n_bins;
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strategy_t strategy;
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labels_t discretizedData = labels_t();
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cutPoints_t cutPoints;
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};
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}
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#endif
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