Algorithm-DecisionTree

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lib/Algorithm/BoostedDecisionTree.pm  view on Meta::CPAN

package Algorithm::BoostedDecisionTree;

#--------------------------------------------------------------------------------------
# Copyright (c) 2017 Avinash Kak. All rights reserved.  This program is free
# software.  You may modify and/or distribute it under the same terms as Perl itself.
# This copyright notice must remain attached to the file.
#
# Algorithm::BoostedDecisionTree is a Perl module for boosted decision-tree based
# classification of multidimensional data.
# -------------------------------------------------------------------------------------

#use lib 'blib/lib', 'blib/arch';

#use 5.10.0;
use strict;
use warnings;

lib/Algorithm/DecisionTree.pm  view on Meta::CPAN

package Algorithm::DecisionTree;

#--------------------------------------------------------------------------------------
# Copyright (c) 2017 Avinash Kak. All rights reserved.  This program is free
# software.  You may modify and/or distribute it under the same terms as Perl itself.
# This copyright notice must remain attached to the file.
#
# Algorithm::DecisionTree is a Perl module for decision-tree based classification of 
# multidimensional data.
# -------------------------------------------------------------------------------------

#use 5.10.0;
use strict;
use warnings;
use Carp;

lib/Algorithm/DecisionTreeWithBagging.pm  view on Meta::CPAN

package Algorithm::DecisionTreeWithBagging;

#--------------------------------------------------------------------------------------
# Copyright (c) 2017 Avinash Kak. All rights reserved.  This program is free
# software.  You may modify and/or distribute it under the same terms as Perl itself.
# This copyright notice must remain attached to the file.
#
# Algorithm::DecisionTreeWithBagging is a Perl module for incorporating bagging in
# decision tree construction and in classification using decision trees.
# -------------------------------------------------------------------------------------

#use lib 'blib/lib', 'blib/arch';

#use 5.10.0;
use strict;
use warnings;

lib/Algorithm/RandomizedTreesForBigData.pm  view on Meta::CPAN

package Algorithm::RandomizedTreesForBigData;

#--------------------------------------------------------------------------------------
# Copyright (c) 2017 Avinash Kak. All rights reserved.  This program is free
# software.  You may modify and/or distribute it under the same terms as Perl itself.
# This copyright notice must remain attached to the file.
#
# Algorithm::RandomizedTreesForBigData is a Perl module for inducing multiple decision
# trees using randomized selection of samples from a large training data file.
# -------------------------------------------------------------------------------------

#use lib 'blib/lib', 'blib/arch';

#use 5.10.0;
use strict;
use warnings;

lib/Algorithm/RegressionTree.pm  view on Meta::CPAN

package Algorithm::RegressionTree;

#--------------------------------------------------------------------------------------
# Copyright (c) 2017 Avinash Kak. All rights reserved.  This program is free
# software.  You may modify and/or distribute it under the same terms as Perl itself.
# This copyright notice must remain attached to the file.
#
# Algorithm::RegressionTree is a Perl module for constructing regression trees.  It calls
# on the main Algorithm::DecisionTree module for some of its functionality.
# -------------------------------------------------------------------------------------

#use lib 'blib/lib', 'blib/arch';

#use 5.10.0;
use strict;
use warnings;