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Add max_depth and min_length as hyperparams
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@@ -10,19 +10,23 @@ namespace mdlp {
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indices_t indices;
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samples_t X;
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labels_t y;
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int depth, max_depth;
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size_t min_length;
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Metrics metrics;
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cutPoints_t cutPoints;
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static indices_t sortIndices(samples_t&, labels_t&);
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void computeCutPoints(size_t, size_t);
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void computeCutPoints(size_t, size_t, int);
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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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pair<precision_t, size_t> valueCutPoint(size_t, size_t, size_t);
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public:
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CPPFImdlp();
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CPPFImdlp(int, int);
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~CPPFImdlp();
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CPPFImdlp& fit(samples_t&, labels_t&);
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samples_t getCutPoints();
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cutPoints_t getCutPoints();
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int get_depth();
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inline string version() { return "1.1.1"; };
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};
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}
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