Re: [scikit-learn] plan to add the association rule classification algorithm in scikit learn

2018-12-18 Thread Dmitry Ignatov
Hi All, Just a short comment to "If you had an alternative algorithm for frequent itemset generation in mind (I am not sure if others exist, to be honest). I would also be happy about that one, too." There are many other techniques and their modifications for related problems like sequence mining,

Re: [scikit-learn] Jeff Levesque: association rules

2018-06-11 Thread Dmitry Ignatov
My students use it too :-) пн, 11 июня 2018 г. в 20:53, Christian Braune : > Hey, > > Christian Borgelt currently has several itemset mining algorithms online > with a python interface: http://borgelt.net/pyfim.html . > > Best regards, > Chris > > > Sebastian Raschka schrieb am Mo., 11. Juni >

Re: [scikit-learn] Jeff Levesque: association rules

2018-06-11 Thread Dmitry Ignatov
Hi All, A good tool. I also use SPMF (Java-based library) and Apache Spark (they do not have closed itemsets there). There is a part of Orange data mining on association rules mining, which can be used as a Python library. A couple of years ago I asked Gilles Louppe about frequent itemset mining

Re: [scikit-learn] Grid search fir multi-label task

2017-12-10 Thread Dmitry Ignatov
Joel, thank you. It helps. One step forward. -Dmitry 2017-12-10 23:09 GMT+03:00 Joel Nothman : > for legacy reasons, multilabel targets need to be passed as an array (or a > sparse matrix if supported by the classifier). lists of lists are not > supported but may be in the near future. > > _

[scikit-learn] Grid search fir multi-label task

2017-12-10 Thread Dmitry Ignatov
Hi All, I've tried GridsearchCV with RandomForestClassifier() clf = GridSearchCV(RandomForestClassifier(), tuned_parameters, cv=5, scoring='accuracy') for a multi-label problem where the output is a list of lists of 20 zeros or ones. [[1, 0, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1

Re: [scikit-learn] Clustering 4 dimensional data

2017-02-27 Thread Dmitry Ignatov
Sometimes, when you need to find homogeneous subtensors, you can refer to it as multimodal clustering, an extension of biclustering. I cannot see clearly whether this is the case here. 28 февр. 2017 г. 6:54 пользователь "Joel Nothman" написал: What do your four dimensions mean? Can you reshape y