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Comparison of different classifiers on a two-class (red and blue) classification problem with two features. (top) Linearly separable synthetic dataset (with noise). (bottom) Circularly separable synthetic dataset (with noise). Circles represent the training set, triangles the test set. The code used to generate this figure is available on Github (code adapted from [34]).
