Trains and plots models with different decision forest learning algorithms (Cart, Random Forest, Oblique Random Forests, Gradient Boosted Trees, Gradient Boosted Trees with Global optimization, Dart, Extremly Randomized Trees) on a 2d ellipse pattern and with various amount of training data (from 10 to 10k examples). Models are trained with TensorFlow Decision Forests. The code is available in this Colab.
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Learn 2d ellipses patterns with different flavors of Decision Forests
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achoum/ellipses_and_decision_forests
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Learn 2d ellipses patterns with different flavors of Decision Forests
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