2013/2/28 ShNaYkHs ShNaYkHs <shnay...@gmail.com>: > Is there any incremental classifier in sklearn, that can be trained > incrementally considering one data-point at a time ? An existing one or > under development one ..
Yes have a look at models that have a `partial_fit` method, for instance SGDClassifier, PassiveAggressiveClassifier and Perceptron (which all use the same underlying python / cython code). However I would not pass one example at a time but rather mini-batches of 100 or 1000 or so to overcome the Python interpreter method call overhead. -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel ------------------------------------------------------------------------------ Everyone hates slow websites. So do we. Make your web apps faster with AppDynamics Download AppDynamics Lite for free today: http://p.sf.net/sfu/appdyn_d2d_feb _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
