.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.0/src/mlpack/methods/det/dt_utils.hpp" 3 "Mon Aug 31 2020" "Version 3.1.1" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.0/src/mlpack/methods/det/dt_utils.hpp
.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBPathCacher\fP"
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.RI "This class is responsible for caching the path to each node of the tree\&. "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "strip_type\&.hpp "
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.RI " \fBmlpack::det\fP"
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.RI "Density Estimation Trees\&. "
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.SS "Functions"

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.RI "template<typename MatType , typename TagType > void \fBPrintLeafMembership\fP (DTree< MatType, TagType > *dtree, const MatType &data, const arma::Mat< size_t > &labels, const size_t numClasses, const std::string &leafClassMembershipFile='')"
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.RI "Print the membership of leaves of a density estimation tree given the labels and number of classes\&. "
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.RI "template<typename MatType , typename TagType > void \fBPrintVariableImportance\fP (const DTree< MatType, TagType > *dtree, const std::string viFile='')"
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.RI "Print the variable importance of each dimension of a density estimation tree\&. "
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.RI "template<typename MatType , typename TagType > DTree< MatType, TagType > * \fBTrainer\fP (MatType &dataset, const size_t folds, const bool useVolumeReg=false, const size_t maxLeafSize=10, const size_t minLeafSize=5, const std::string unprunedTreeOutput='', const bool skipPruning=false)"
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.RI "Train the optimal decision tree using cross-validation with the given number of folds\&. "
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.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Parikshit Ram (pram@cc.gatech.edu)
.RE
.PP
This file implements functions to perform different tasks with the Density Tree class\&.
.PP
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license\&. You should have received a copy of the 3-clause BSD license along with mlpack\&. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information\&. 
.PP
Definition in file \fBdt_utils\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.