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Update changelog and cs fixes

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Arkadiusz Kondas 2017-02-23 20:59:30 +01:00
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CHANGELOG.md
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@ -3,8 +3,13 @@ CHANGELOG
This changelog references the relevant changes done in PHP-ML library. This changelog references the relevant changes done in PHP-ML library.
* 0.3.1 (in plan/progress) * 0.4.0 (2017-02-23)
* feature [Regression] - SSE, SSTo, SSR - sum of the squared * feature [Classification] - Ensemble Classifiers : Bagging and RandomForest by Mustafa Karabulut
* feature [Classification] - RandomForest::getFeatureImportances() method by Mustafa Karabulut
* feature [Classification] - Linear classifiers: Perceptron, Adaline, DecisionStump by Mustafa Karabulut
* feature [Classification] - AdaBoost algorithm by Mustafa Karabulut
* bug [Math] - Check if matrix is singular doing inverse by Povilas Susinskas
* optimization - Euclidean optimization by Mustafa Karabulut
* 0.3.0 (2017-02-04) * 0.3.0 (2017-02-04)
* feature [Persistency] - ModelManager - save and restore trained models by David Monllaó * feature [Persistency] - ModelManager - save and restore trained models by David Monllaó

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README.md
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@ -56,6 +56,11 @@ Example scripts are available in a separate repository [php-ai/php-ml-examples](
* Ensemble Algorithms * Ensemble Algorithms
* Bagging (Bootstrap Aggregating) * Bagging (Bootstrap Aggregating)
* Random Forest * Random Forest
* AdaBoost
* Linear
* Adaline
* Decision Stump
* Perceptron
* Regression * Regression
* [Least Squares](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/least-squares/) * [Least Squares](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/least-squares/)
* [SVR](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/svr/) * [SVR](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/svr/)