.TH "src/mlpack/methods/det/dt_utils.hpp" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
src/mlpack/methods/det/dt_utils.hpp \- 
.SH SYNOPSIS
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.PP
.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "\fILinear algebra utility functions, generally performed on matrices or vectors\&. \fP"
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.RI " \fBmlpack::det\fP"
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.RI "\fIDensity Estimation Trees\&. \fP"
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.SS "Functions"

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.RI "void \fBmlpack::det::PrintLeafMembership\fP (DTree *dtree, const arma::mat &data, const arma::Mat< size_t > &labels, const size_t numClasses, const std::string leafClassMembershipFile='')"
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.RI "\fIPrint the membership of leaves of a density estimation tree given the labels and number of classes\&. \fP"
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.RI "void \fBmlpack::det::PrintVariableImportance\fP (const DTree *dtree, const std::string viFile='')"
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.RI "\fIPrint the variable importance of each dimension of a density estimation tree\&. \fP"
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.RI "DTree * \fBmlpack::det::Trainer\fP (arma::mat &dataset, const size_t folds, const bool useVolumeReg=false, const size_t maxLeafSize=10, const size_t minLeafSize=5, const std::string unprunedTreeOutput='')"
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.RI "\fITrain the optimal decision tree using cross-validation with the given number of folds\&. \fP"
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.SH "Detailed Description"
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\fBAuthor:\fP
.RS 4
Parikshit Ram (pram@cc.gatech.edu)
.RE
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This file implements functions to perform different tasks with the Density Tree class\&.
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This file is part of MLPACK 1\&.0\&.10\&.
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MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version\&.
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MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE\&. See the GNU Lesser General Public License for more details (LICENSE\&.txt)\&.
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You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&. 
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Definition in file \fBdt_utils\&.hpp\fP\&.
.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.