AI-ConfusionMatrix

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lib/AI/ConfusionMatrix.pm  view on Meta::CPAN

use strict;
use warnings;
use Carp;
use Exporter 'import';
our @EXPORT= qw (getConfusionMatrix makeConfusionMatrix);
use strict;
use Tie::File;

# ABSTRACT: Make a confusion matrix

sub makeConfusionMatrix {
    my ($matrix, $file, $delem) = @_;
    unless(defined $delem) {
        $delem = ',';
    }

    carp ('First argument must be a hash reference') if ref($matrix) ne 'HASH';

    my %cmData = genConfusionMatrixData($matrix);
    # This ties @output_array to the output file. Each output_array item represents a line in the output file
    tie my @output_array, 'Tie::File', $file or carp "$!";

lib/AI/ConfusionMatrix.pm  view on Meta::CPAN

                                $cmData{totals}{'tp'},
                                $cmData{totals}{'fp'},
                                $cmData{totals}{'fn'},
                                sprintf('%.2f%%', $cmData{totals}{'sensitivity'}),
                                sprintf('%.2f%%', $cmData{totals}{'acc'})
                            );

    untie @output_array;
}

sub getConfusionMatrix {
    my ($matrix) = @_;

    carp ('First argument must be a hash reference') if ref($matrix) ne 'HASH';
    return genConfusionMatrixData($matrix);
}

sub genConfusionMatrixData {
    my $matrix = shift;
    my @expected = sort keys %{$matrix};
    my %stats;
    my %totals;
    my @columns;
    for my $expected (@expected) {
        $stats{$expected}{'fn'} = 0;
        $stats{$expected}{'tp'} = 0;
        # Ensure that the False Positive counter is defined to be able to compute the total later
        unless(defined $stats{$expected}{'fp'}) {

lib/AI/ConfusionMatrix.pm  view on Meta::CPAN

    $totals{'acc'} = ($totals{'tp'} * 100) / $totals{'total'};
    $totals{'sensitivity'} = ($totals{'tp'} * 100) / ($totals{'tp'} + $totals{'fp'});

    return (
        columns => [sort @columns],
        stats   => \%stats,
        totals  => \%totals
    );
}

sub _findIndex {
    my ($string, $array) = @_;
    for (0 .. @$array - 1) {
        return $_ + 1 if ($string eq @{$array}[$_]);
    }
}

=head1 NAME

AI::ConfusionMatrix - make a confusion matrix