Dataset announcement
Dear Spark users, I would like to draw your attention to a dataset that we recently released, which is as of now the largest machine learning dataset ever released; see the following blog announcements: - http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/ - http://blogs.technet.com/b/machinelearning/archive/2015/04/01/now-available-on-azure-ml-criteo-39-s-1tb-click-prediction-dataset.aspx The characteristics of this dataset are: - 1 TB of data - binary classification - 13 integer features - 26 categorical features, some of them taking millions of values. - 4B rows Hopefully this dataset will be useful to assess and push further the scalability of Spark and MLlib. Cheers, Olivier -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Dataset-announcement-tp22507.html Sent from the Apache Spark User List mailing list archive at Nabble.com. - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org
Re: Dataset announcement
Greetings! How about medical data sets, and specifically longitudinal vital signs. Can people send good pointers? Thanks in advance, -- ttfn Simon Edelhaus California 2015 On Wed, Apr 15, 2015 at 6:01 PM, Matei Zaharia matei.zaha...@gmail.com wrote: Very neat, Olivier; thanks for sharing this. Matei On Apr 15, 2015, at 5:58 PM, Olivier Chapelle oliv...@chapelle.cc wrote: Dear Spark users, I would like to draw your attention to a dataset that we recently released, which is as of now the largest machine learning dataset ever released; see the following blog announcements: - http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/ - http://blogs.technet.com/b/machinelearning/archive/2015/04/01/now-available-on-azure-ml-criteo-39-s-1tb-click-prediction-dataset.aspx The characteristics of this dataset are: - 1 TB of data - binary classification - 13 integer features - 26 categorical features, some of them taking millions of values. - 4B rows Hopefully this dataset will be useful to assess and push further the scalability of Spark and MLlib. Cheers, Olivier -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Dataset-announcement-tp22507.html Sent from the Apache Spark User List mailing list archive at Nabble.com. - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org
Re: Dataset announcement
Very neat, Olivier; thanks for sharing this. Matei On Apr 15, 2015, at 5:58 PM, Olivier Chapelle oliv...@chapelle.cc wrote: Dear Spark users, I would like to draw your attention to a dataset that we recently released, which is as of now the largest machine learning dataset ever released; see the following blog announcements: - http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/ - http://blogs.technet.com/b/machinelearning/archive/2015/04/01/now-available-on-azure-ml-criteo-39-s-1tb-click-prediction-dataset.aspx The characteristics of this dataset are: - 1 TB of data - binary classification - 13 integer features - 26 categorical features, some of them taking millions of values. - 4B rows Hopefully this dataset will be useful to assess and push further the scalability of Spark and MLlib. Cheers, Olivier -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Dataset-announcement-tp22507.html Sent from the Apache Spark User List mailing list archive at Nabble.com. - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org
Re: Dataset announcement
Thanks Olivier. Good work. Interesting in more than one ways - including training, benchmarking, testing new releases et al. One quick question - do you plan to make it available as an S3 bucket ? Cheers k/ On Wed, Apr 15, 2015 at 5:58 PM, Olivier Chapelle oliv...@chapelle.cc wrote: Dear Spark users, I would like to draw your attention to a dataset that we recently released, which is as of now the largest machine learning dataset ever released; see the following blog announcements: - http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/ - http://blogs.technet.com/b/machinelearning/archive/2015/04/01/now-available-on-azure-ml-criteo-39-s-1tb-click-prediction-dataset.aspx The characteristics of this dataset are: - 1 TB of data - binary classification - 13 integer features - 26 categorical features, some of them taking millions of values. - 4B rows Hopefully this dataset will be useful to assess and push further the scalability of Spark and MLlib. Cheers, Olivier -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Dataset-announcement-tp22507.html Sent from the Apache Spark User List mailing list archive at Nabble.com. - To unsubscribe, e-mail: user-unsubscr...@spark.apache.org For additional commands, e-mail: user-h...@spark.apache.org
