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29 lines
692 B
C++
29 lines
692 B
C++
#ifndef BINDISC_H
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#define BINDISC_H
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#include "typesFImdlp.h"
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#include "Discretizer.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 : public Discretizer {
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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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// y is included for compatibility with the Discretizer interface
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void fit(samples_t& X_, labels_t& y) override;
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void fit(samples_t& X);
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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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};
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}
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#endif
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