.. _example_svm_plot_oneclass.py: ========================================== One-class SVM with non-linear kernel (RBF) ========================================== An example using a one-class SVM for novelty detection. :ref:`One-class SVM ` is an unsupervised algorithm that learns a decision function for novelty detection: classifying new data as similar or different to the training set. .. image:: images/plot_oneclass_001.png :align: center **Python source code:** :download:`plot_oneclass.py ` .. literalinclude:: plot_oneclass.py :lines: 12- **Total running time of the example:** 0.33 seconds ( 0 minutes 0.33 seconds)