2018-10-26 10:41:22 +02:00
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#pragma once
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//##########################################################################
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//# #
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//# CLOUDCOMPARE PLUGIN: q3DMASC #
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//# #
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//# This program is free software; you can redistribute it and/or modify #
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//# it under the terms of the GNU General Public License as published by #
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//# the Free Software Foundation; version 2 or later of the License. #
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//# #
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//# This program is distributed in the hope that it will be useful, #
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//# but WITHOUT ANY WARRANTY; without even the implied warranty of #
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//# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the #
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//# GNU General Public License for more details. #
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//# #
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//# COPYRIGHT: Dimitri Lague / CNRS / UEB #
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//# #
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//##########################################################################
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namespace masc
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{
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struct RandomTreesParams
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{
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int maxDepth = 25; //To be left as a parameter of the training plugin (default 25)
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int minSampleCount = 1; //To be left as a parameter of the training plugin (default 1)
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2019-03-29 13:40:29 +01:00
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//int maxCategories = 0; //Normally not important as there’s no categorical variable
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2018-10-26 10:41:22 +02:00
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int activeVarCount = 0; //Use 0 as the default parameter (works best)
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int maxTreeCount = 100; //Left as a parameter of the training plugin (default: 100)
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};
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struct TrainParameters
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{
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RandomTreesParams rt;
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float testDataRatio = 0.2f; //percentage of test data
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};
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}; //namespace masc
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