AI-Perceptron-Simple
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Revision history for AI-Perceptron-Simple
The specifications and offline documentation can be found in the "docs" directory
Version 1.04 17 SEPTEMBER 2021
* fixed some critical problems
* yml nerve not loading back as an AI::Perceptron::Simple object
* fix docs: missing parameter $nerve for:
* save_perceptron
* save_perceptron_yaml
* changed die to croak for file opening
Version 1.03 9 SEPTEMBER 2021
* data processing subroutine available:
* shuffle data
* added import tag ":process_data"
* added more useful data to the confusion matrix:
* sum of column and rows to make it look more classic :)
* more_stats option to show more stats:
* precision, specificity, F1 score, negative predicted value, false negative rate, false positive rate
* false discovery rate, false omission rate, balanced accuracy
Version 1.02 26 AUGUST 2021
* minimum perl version changed to 5.8.1 due to YAML
* fix test for display_confusion_matrix
* modifier "n" ( >= perl 5.22 ) changed to primitive '?:', 5.22 is too high
* fixed inaccurate test for output
* YAML (nerve file) for portability supported
* make subroutines exportable, the names are too long
* :local_data
* :portable_data
* cleaned & refactored codes
* &display_confusion_matrix
* improved the documentation
Version 1.01 24 AUGUST 2021
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docs/AI-Perceptron-Simple-1.04.html view on Meta::CPAN
</li>
</ul>
<h1 id="AUTHOR">AUTHOR</h1>
<p>Raphael Jong Jun Jie, <code><ellednera at cpan.org></code></p>
<h1 id="BUGS">BUGS</h1>
<p>Please report any bugs or feature requests to <code>bug-ai-perceptron-simple at rt.cpan.org</code>, or through the web interface at <a href="https://rt.cpan.org/NoAuth/ReportBug.html?Queue=AI-Perceptron-Simple">https://rt.cpan.org/NoAuth/ReportBug...
<h1 id="SUPPORT">SUPPORT</h1>
<p>You can find documentation for this module with the perldoc command.</p>
<pre><code> perldoc AI::Perceptron::Simple</code></pre>
<p>You can also look for information at:</p>
<ul>
docs/specifications.t view on Meta::CPAN
# generate_confusion_matrix: [v] get_exam_results
# display_confusion_matrix: [v] display_exam_results
# save_perceptron: [v] preserve
# load_perceptron: [v] revive
#
# Version 1.01
# [v] fixed currently known issues as much as possible (see 'Changes')
# - "long size integer" === "byte order not compatible"
#
# Version 1.02
# [v] minimum perl version changed to 5.8 due to Test::Output
# [v] YAML (nerve file) for portability
# [v] make subroutines exportable, the names are too long
# [v] :local_data
# [v] :portable_data
# [v] fix test for display_confusion_matrix
# [v] modifier "n" (perl 5.22 and above) changed to primitive '?:', 5.22 is too high
# [v] fixed inaccurate test for output part
# [v] clean & refactor codes
# [v] refactored &display_confusion_matrix
# [v] improve the documentation
#
# Version 1.03
# [v] data processing: shuffle data + import tag
# [v] add more useful data to the confusion matrix
# [v] sum of column and rows to make it look more classic :)
# [v] optional option to show more stats
# [v] precision [v] specificity [v] F1 score
# [v] negative_predicted_value [v] false_negative_rate [v] false_positive_rate
# [v] false_discovery_rate [v] false_omission_rate [v] balanced_accuracy
#
# Version 1.04
# [v] fix docs
# [v] change die to croak for file opening
# [v] fixed yaml nerve not loading back as an AI::Perceptron::Simple object
#
# Version 1.05
# -colorise the confusion matrix if option is enabled
# - sum: green
# - etc
# -add public function:
# -predict result from non-csv input (single row), might be useful when gui is involved
#
# Version 1.06
lib/AI/Perceptron/Simple.pm view on Meta::CPAN
=back
=head1 AUTHOR
Raphael Jong Jun Jie, C<< <ellednera at cpan.org> >>
=head1 BUGS
Please report any bugs or feature requests to C<bug-ai-perceptron-simple at rt.cpan.org>, or through
the web interface at L<https://rt.cpan.org/NoAuth/ReportBug.html?Queue=AI-Perceptron-Simple>. I will be notified, and then you'll
automatically be notified of progress on your bug as I make changes.
=head1 SUPPORT
You can find documentation for this module with the perldoc command.
perldoc AI::Perceptron::Simple
You can also look for information at:
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