view release on metacpan or  search on metacpan

lib/AI/XGBoost/DMatrix.pm  view on Meta::CPAN

    my $self  = shift();
    my $group = shift();
    XGDMatrixSetGroup( $self->handle, $group );
    return $self;
}

sub num_row {
    my $self = shift();
    XGDMatrixNumRow( $self->handle );
}

sub num_col {
    my $self = shift();
    XGDMatrixNumCol( $self->handle );
}

sub dims {
    my $self = shift();
    return ( $self->num_row(), $self->num_col() );
}

sub slice {
    my $self              = shift;
    my ($list_of_indices) = @_;
    my $handle            = XGDMatrixSliceDMatrix( $self->handle(), $list_of_indices );
    return __PACKAGE__->new( handle => $handle );
}

sub DEMOLISH {
    my $self = shift();
    XGDMatrixFree( $self->handle );
}

__PACKAGE__->meta->make_immutable();

1;

__END__

=pod

=encoding utf-8

=head1 NAME

AI::XGBoost::DMatrix - XGBoost class for data

=head1 VERSION

version 0.11

=head1 SYNOPSIS

    use aliased 'AI::XGBoost::DMatrix';
    my $train_data = DMatrix->FromFile(filename => 'agaricus.txt.train');

=head1 DESCRIPTION

XGBoost DMatrix perl model

Work In Progress, the API may change. Comments and suggestions are welcome!

=head1 METHODS

=head2 From

Construct a DMatrix from diferent sources. Based on parameters
dispatch to the correct From* method

Refer to From* to see what can be done.

=head2 FromFile

Construct a DMatrix from a file

=head3 Parameters

=over 4

=item filename

File to read

=item silent

Supress messages

=back

=head2 FromMat

Construct a DMatrix from a bidimensional array

=head3 Parameters

=over 4

=item matrix

Bidimensional array

=item label

Array with the labels of the rows of matrix. Optional

=item missing

Value to identify missing values. Optional, default `NaN`

=back

=head2 set_float_info

Set float type property

=head3 Parameters

=over 4

=item field